{
  "exported_at": "2026-08-28T00:27:51+00:00",
  "weights": [
    {
      "date": "2026-05-24",
      "weight_lb": 348.3
    },
    {
      "date": "2026-05-27",
      "weight_lb": 344.0
    },
    {
      "date": "2026-05-29",
      "weight_lb": 343.2
    },
    {
      "date": "2026-06-01",
      "weight_lb": 340.0
    },
    {
      "date": "2026-06-03",
      "weight_lb": 339.8
    },
    {
      "date": "2026-06-05",
      "weight_lb": 339.8
    },
    {
      "date": "2026-06-08",
      "weight_lb": 336.6
    },
    {
      "date": "2026-06-10",
      "weight_lb": 336.8
    },
    {
      "date": "2026-06-12",
      "weight_lb": 336.2
    },
    {
      "date": "2026-06-15",
      "weight_lb": 333.4
    },
    {
      "date": "2026-06-17",
      "weight_lb": 331.4
    },
    {
      "date": "2026-06-19",
      "weight_lb": 331.4
    },
    {
      "date": "2026-06-22",
      "weight_lb": 331.2
    },
    {
      "date": "2026-06-24",
      "weight_lb": 327.8
    },
    {
      "date": "2026-06-26",
      "weight_lb": 327.4
    },
    {
      "date": "2026-06-27",
      "weight_lb": 327.4
    },
    {
      "date": "2026-06-29",
      "weight_lb": 325.4
    },
    {
      "date": "2026-07-01",
      "weight_lb": 323.6
    },
    {
      "date": "2026-07-03",
      "weight_lb": 324.6
    },
    {
      "date": "2026-07-06",
      "weight_lb": 324.8
    },
    {
      "date": "2026-07-08",
      "weight_lb": 322.0
    },
    {
      "date": "2026-07-10",
      "weight_lb": 322.0
    },
    {
      "date": "2026-07-13",
      "weight_lb": 319.0
    },
    {
      "date": "2026-07-15",
      "weight_lb": 318.0
    },
    {
      "date": "2026-07-17",
      "weight_lb": 317.2
    },
    {
      "date": "2026-07-20",
      "weight_lb": 317.2
    },
    {
      "date": "2026-07-22",
      "weight_lb": 317.6
    },
    {
      "date": "2026-07-23",
      "weight_lb": 316.6
    },
    {
      "date": "2026-07-24",
      "weight_lb": 315.4
    },
    {
      "date": "2026-07-27",
      "weight_lb": 314.8
    },
    {
      "date": "2026-07-29",
      "weight_lb": 314.2
    },
    {
      "date": "2026-07-31",
      "weight_lb": 314.8
    },
    {
      "date": "2026-08-03",
      "weight_lb": 310.8
    },
    {
      "date": "2026-08-05",
      "weight_lb": 309.6
    },
    {
      "date": "2026-08-10",
      "weight_lb": 305.8
    },
    {
      "date": "2026-08-12",
      "weight_lb": 307.2
    },
    {
      "date": "2026-08-14",
      "weight_lb": 306.2
    },
    {
      "date": "2026-08-17",
      "weight_lb": 308.6
    },
    {
      "date": "2026-08-19",
      "weight_lb": 307.2
    },
    {
      "date": "2026-08-21",
      "weight_lb": 305.6
    },
    {
      "date": "2026-08-24",
      "weight_lb": 302.7
    },
    {
      "date": "2026-08-26",
      "weight_lb": 301.6
    }
  ],
  "doses": [
    {
      "date": "2026-06-05",
      "dose_mg": 2.0
    },
    {
      "date": "2026-06-12",
      "dose_mg": 2.0
    },
    {
      "date": "2026-06-19",
      "dose_mg": 2.0
    },
    {
      "date": "2026-06-26",
      "dose_mg": 2.0
    },
    {
      "date": "2026-07-03",
      "dose_mg": 4.0
    },
    {
      "date": "2026-07-10",
      "dose_mg": 4.0
    },
    {
      "date": "2026-07-17",
      "dose_mg": 4.0
    },
    {
      "date": "2026-07-24",
      "dose_mg": 4.0
    },
    {
      "date": "2026-07-31",
      "dose_mg": 6.0
    },
    {
      "date": "2026-08-07",
      "dose_mg": 6.0
    },
    {
      "date": "2026-08-14",
      "dose_mg": 6.0
    },
    {
      "date": "2026-08-21",
      "dose_mg": 6.0
    }
  ],
  "current_baseline": {
    "anchor_date": "2026-08-26",
    "current_weight_lb": 301.6,
    "trend_lb_per_week": -3.2,
    "projection": [
      {
        "date": "2026-09-02",
        "conservative_lb": 299.6,
        "moderate_lb": 298.9,
        "optimistic_lb": 298.4
      },
      {
        "date": "2026-09-09",
        "conservative_lb": 297.8,
        "moderate_lb": 296.4,
        "optimistic_lb": 295.4
      },
      {
        "date": "2026-09-16",
        "conservative_lb": 296.2,
        "moderate_lb": 294.1,
        "optimistic_lb": 292.5
      },
      {
        "date": "2026-09-23",
        "conservative_lb": 294.7,
        "moderate_lb": 292.0,
        "optimistic_lb": 289.8
      },
      {
        "date": "2026-09-30",
        "conservative_lb": 293.4,
        "moderate_lb": 290.0,
        "optimistic_lb": 287.2
      },
      {
        "date": "2026-10-07",
        "conservative_lb": 292.2,
        "moderate_lb": 288.2,
        "optimistic_lb": 284.7
      },
      {
        "date": "2026-10-14",
        "conservative_lb": 291.1,
        "moderate_lb": 286.5,
        "optimistic_lb": 282.4
      },
      {
        "date": "2026-10-21",
        "conservative_lb": 290.1,
        "moderate_lb": 285.0,
        "optimistic_lb": 280.2
      },
      {
        "date": "2026-10-28",
        "conservative_lb": 289.2,
        "moderate_lb": 283.5,
        "optimistic_lb": 278.1
      },
      {
        "date": "2026-11-04",
        "conservative_lb": 288.3,
        "moderate_lb": 282.1,
        "optimistic_lb": 276.0
      },
      {
        "date": "2026-11-11",
        "conservative_lb": 287.6,
        "moderate_lb": 280.8,
        "optimistic_lb": 274.1
      },
      {
        "date": "2026-11-18",
        "conservative_lb": 286.8,
        "moderate_lb": 279.6,
        "optimistic_lb": 272.3
      },
      {
        "date": "2026-12-24",
        "conservative_lb": 283.6,
        "moderate_lb": 274.3,
        "optimistic_lb": 264.0
      },
      {
        "date": "2027-01-23",
        "conservative_lb": 281.6,
        "moderate_lb": 270.9,
        "optimistic_lb": 258.5
      },
      {
        "date": "2027-02-22",
        "conservative_lb": 279.2,
        "moderate_lb": 267.2,
        "optimistic_lb": 252.4
      }
    ],
    "summary": "You're down to 301.6 lb from 348.3 in late May \u2014 about 47 lb in ~13 weeks, averaging roughly 3.2 lb/week, with your last 4 weeks still trending near -3 lb/week despite the usual day-to-day water noise. With retatrutide holding steady at 6 mg (no further escalation planned), expect weekly loss to gradually decelerate as you get leaner; the moderate path puts you near 267 lb by late November and around 250 lb by month 6. You're tracking on the faster side of the moderate curve right now, so if adherence holds you may run closer to the optimistic line early on.",
    "assumptions": [
      "Retatrutide stays at 6 mg weekly with no further dose escalation",
      "Weekly loss decelerates with diminishing returns as weight drops and dose stabilizes",
      "Diet/activity adherence remains consistent with the last ~3 months",
      "Short-term water fluctuations (the 306-309 lb bumps in mid-Aug) treated as noise, not trend"
    ],
    "warnings": [],
    "generated_at": "2026-08-27T05:23:47+00:00"
  },
  "forecast_history": [
    {
      "anchor_date": "2026-06-27",
      "current_weight_lb": 327.4,
      "trend_lb_per_week": -4.0,
      "projection": [
        {
          "date": "2026-07-04",
          "conservative_lb": 325.2,
          "moderate_lb": 324.2,
          "optimistic_lb": 323.4
        },
        {
          "date": "2026-07-11",
          "conservative_lb": 323.1,
          "moderate_lb": 321.1,
          "optimistic_lb": 319.5
        },
        {
          "date": "2026-07-18",
          "conservative_lb": 321.0,
          "moderate_lb": 318.0,
          "optimistic_lb": 315.6
        },
        {
          "date": "2026-07-25",
          "conservative_lb": 319.0,
          "moderate_lb": 315.1,
          "optimistic_lb": 311.9
        },
        {
          "date": "2026-08-01",
          "conservative_lb": 317.0,
          "moderate_lb": 312.2,
          "optimistic_lb": 308.2
        },
        {
          "date": "2026-08-08",
          "conservative_lb": 315.2,
          "moderate_lb": 309.4,
          "optimistic_lb": 304.6
        },
        {
          "date": "2026-08-15",
          "conservative_lb": 313.3,
          "moderate_lb": 306.6,
          "optimistic_lb": 301.0
        },
        {
          "date": "2026-08-22",
          "conservative_lb": 311.5,
          "moderate_lb": 303.9,
          "optimistic_lb": 297.6
        },
        {
          "date": "2026-08-29",
          "conservative_lb": 309.8,
          "moderate_lb": 301.3,
          "optimistic_lb": 294.1
        },
        {
          "date": "2026-09-05",
          "conservative_lb": 308.1,
          "moderate_lb": 298.8,
          "optimistic_lb": 290.8
        },
        {
          "date": "2026-09-12",
          "conservative_lb": 306.5,
          "moderate_lb": 296.3,
          "optimistic_lb": 287.5
        },
        {
          "date": "2026-09-19",
          "conservative_lb": 304.9,
          "moderate_lb": 293.9,
          "optimistic_lb": 284.3
        },
        {
          "date": "2026-10-17",
          "conservative_lb": 299.1,
          "moderate_lb": 284.8,
          "optimistic_lb": 272.1
        },
        {
          "date": "2026-11-14",
          "conservative_lb": 293.9,
          "moderate_lb": 276.6,
          "optimistic_lb": 260.9
        },
        {
          "date": "2026-12-12",
          "conservative_lb": 289.3,
          "moderate_lb": 269.2,
          "optimistic_lb": 250.5
        }
      ],
      "summary": "You're currently at 327.4 lb as of June 27, with a strong overall trend of -4.0 lb/week across the last 5 weeks of data. The pace has slightly moderated in the most recent two weeks (~3.5 lb/week after a brief plateau near 331 lb), which is typical as retatrutide dose stabilizes. No dose schedule was provided this run, so projections assume your current dose continues with normal physiological deceleration.",
      "assumptions": [
        "No dose schedule provided \u2014 projections assume current dose held constant",
        "Deceleration modeled as ~2-3% reduction in weekly rate per week (physiological adaptation + lower body mass)",
        "Moderate curve: ~3.2 lb/week decelerating to ~1.8 lb/week by week 12",
        "Optimistic curve: ~4.0 lb/week decelerating to ~2.5 lb/week by week 12",
        "Conservative curve: ~2.2 lb/week decelerating to ~1.1 lb/week by week 12",
        "6/27 duplicate CSV row averaged (both 327.4 lb \u2014 no change); 5/24 two-reading average = 348.3 lb",
        "All weights already in pounds per CSV header"
      ],
      "warnings": [],
      "generated_at": "2026-06-28T23:12:01.444292+00:00",
      "recovered_from_hermes": "20260628_161050_0c3e30"
    },
    {
      "anchor_date": "2026-07-08",
      "current_weight_lb": 322.0,
      "trend_lb_per_week": -3.9,
      "projection": [
        {
          "date": "2026-07-15",
          "conservative_lb": 320.1,
          "moderate_lb": 319.3,
          "optimistic_lb": 318.7
        },
        {
          "date": "2026-07-22",
          "conservative_lb": 318.3,
          "moderate_lb": 316.7,
          "optimistic_lb": 315.4
        },
        {
          "date": "2026-07-29",
          "conservative_lb": 316.5,
          "moderate_lb": 314.1,
          "optimistic_lb": 312.2
        },
        {
          "date": "2026-08-05",
          "conservative_lb": 314.7,
          "moderate_lb": 311.6,
          "optimistic_lb": 309.0
        },
        {
          "date": "2026-08-12",
          "conservative_lb": 313.0,
          "moderate_lb": 309.1,
          "optimistic_lb": 305.9
        },
        {
          "date": "2026-08-19",
          "conservative_lb": 311.3,
          "moderate_lb": 306.7,
          "optimistic_lb": 302.8
        },
        {
          "date": "2026-08-26",
          "conservative_lb": 309.6,
          "moderate_lb": 304.3,
          "optimistic_lb": 299.8
        },
        {
          "date": "2026-09-02",
          "conservative_lb": 307.9,
          "moderate_lb": 301.9,
          "optimistic_lb": 296.9
        },
        {
          "date": "2026-09-09",
          "conservative_lb": 306.3,
          "moderate_lb": 299.6,
          "optimistic_lb": 294.0
        },
        {
          "date": "2026-09-16",
          "conservative_lb": 304.7,
          "moderate_lb": 297.3,
          "optimistic_lb": 291.3
        },
        {
          "date": "2026-09-23",
          "conservative_lb": 303.2,
          "moderate_lb": 295.2,
          "optimistic_lb": 288.6
        },
        {
          "date": "2026-09-30",
          "conservative_lb": 301.7,
          "moderate_lb": 293.0,
          "optimistic_lb": 286.0
        },
        {
          "date": "2026-11-05",
          "conservative_lb": 293.9,
          "moderate_lb": 282.3,
          "optimistic_lb": 273.0
        },
        {
          "date": "2026-12-05",
          "conservative_lb": 287.6,
          "moderate_lb": 273.7,
          "optimistic_lb": 262.6
        },
        {
          "date": "2027-01-04",
          "conservative_lb": 281.5,
          "moderate_lb": 265.4,
          "optimistic_lb": 252.6
        }
      ],
      "summary": "You are at 322.0 lb as of July 8, with a historical average loss of 3.9 lb/week across all weigh-ins. The 4 mg retatrutide dose (active since July 3) is expected to lift your weekly rate over the next 4-6 weeks before adaptation moderates the effect. On the moderate path you reach roughly 302 lb around mid-September and 265 lb by early January. No weigh-ins exist beyond July 8 yet, so tracking vs. projection begins at your next check-in.",
      "assumptions": [
        "Trend derived from all 17 weigh-ins via OLS regression",
        "4 mg reta modeled at ~35% greater base deficit than 2 mg, peak effect in weeks 1-4 post-escalation",
        "Dose adaptation: effect fades 20% linearly over 12 weeks at a stable dose (floor 80%)",
        "Weight-scaling: loss rate proportional to current weight relative to 300 lb reference",
        "Optimistic = 1.25x moderate rate (strong adherence, no plateaus)",
        "Conservative = 0.70x moderate rate (adaptation, occasional stalls)",
        "No further dose escalation modeled beyond 4 mg; recalibrate when schedule updates"
      ],
      "warnings": [],
      "generated_at": "2026-07-09T06:13:46.385705+00:00",
      "recovered_from_hermes": "20260708_231210_fa540c"
    },
    {
      "anchor_date": "2026-07-24",
      "current_weight_lb": 315.4,
      "trend_lb_per_week": -2.4,
      "projection": [
        {
          "date": "2026-08-01",
          "conservative_lb": 313.5,
          "moderate_lb": 312.8,
          "optimistic_lb": 311.8
        },
        {
          "date": "2026-08-08",
          "conservative_lb": 311.6,
          "moderate_lb": 310.4,
          "optimistic_lb": 309.0
        },
        {
          "date": "2026-08-15",
          "conservative_lb": 309.8,
          "moderate_lb": 308.0,
          "optimistic_lb": 306.2
        },
        {
          "date": "2026-08-22",
          "conservative_lb": 308.0,
          "moderate_lb": 305.6,
          "optimistic_lb": 303.5
        },
        {
          "date": "2026-08-29",
          "conservative_lb": 306.3,
          "moderate_lb": 303.3,
          "optimistic_lb": 300.8
        },
        {
          "date": "2026-09-05",
          "conservative_lb": 304.6,
          "moderate_lb": 301.1,
          "optimistic_lb": 298.2
        },
        {
          "date": "2026-09-12",
          "conservative_lb": 303.0,
          "moderate_lb": 299.0,
          "optimistic_lb": 295.7
        },
        {
          "date": "2026-09-19",
          "conservative_lb": 301.4,
          "moderate_lb": 296.9,
          "optimistic_lb": 293.3
        },
        {
          "date": "2026-09-26",
          "conservative_lb": 299.8,
          "moderate_lb": 295.0,
          "optimistic_lb": 291.0
        },
        {
          "date": "2026-10-03",
          "conservative_lb": 298.3,
          "moderate_lb": 293.1,
          "optimistic_lb": 288.8
        },
        {
          "date": "2026-10-10",
          "conservative_lb": 296.8,
          "moderate_lb": 291.3,
          "optimistic_lb": 286.7
        },
        {
          "date": "2026-10-17",
          "conservative_lb": 295.4,
          "moderate_lb": 289.6,
          "optimistic_lb": 284.7
        },
        {
          "date": "2026-11-01",
          "conservative_lb": 293.1,
          "moderate_lb": 286.8,
          "optimistic_lb": 281.3
        },
        {
          "date": "2026-11-15",
          "conservative_lb": 291.0,
          "moderate_lb": 284.1,
          "optimistic_lb": 278.1
        },
        {
          "date": "2026-12-01",
          "conservative_lb": 288.8,
          "moderate_lb": 281.3,
          "optimistic_lb": 274.8
        },
        {
          "date": "2026-12-15",
          "conservative_lb": 286.8,
          "moderate_lb": 278.9,
          "optimistic_lb": 272.0
        },
        {
          "date": "2027-01-25",
          "conservative_lb": 283.0,
          "moderate_lb": 274.5,
          "optimistic_lb": 266.5
        }
      ],
      "summary": "You are currently at 315.4 lb, down about 32.9 lb from your 348.3 lb starting weight in late May \u2014 averaging roughly 2.4 lb/week, which is a strong pace. You are now 7+ weeks into the 4 mg retatrutide dose (started ~July 3), and recent data shows the rate moderating slightly, consistent with dose-stabilization and lower body weight. At the moderate pace you could reach the 270s by late January 2027, or the mid-260s optimistically if adherence is tight and no extended plateaus occur.",
      "assumptions": [
        "4 mg retatrutide dose assumed to continue through the projection period; no further up-titration modeled",
        "Weekly loss rate modeled as decelerating from ~2.4 lb/wk to ~1.5\u20131.8 lb/wk by month 3 and ~1.2\u20131.5 lb/wk by month 6 as body weight drops and deficit narrows",
        "Optimistic curve assumes consistent adherence, minimal plateaus, good sleep/nutrition; conservative curve assumes occasional stalls and 1\u20132 week plateaus",
        "5/24 dedup: CSV had two readings (348.6 and 348.0); averaged to 348.3, matching existing history entry",
        "6/27 duplicate row in CSV collapsed to single 327.4 entry"
      ],
      "warnings": [],
      "generated_at": "2026-07-25T10:42:05.350491+00:00",
      "recovered_from_hermes": "20260725_034143_5bc102"
    },
    {
      "anchor_date": "2026-07-24",
      "current_weight_lb": 315.4,
      "trend_lb_per_week": -2.9,
      "projection": [
        {
          "date": "2026-08-01",
          "conservative_lb": 313.1,
          "moderate_lb": 312.3,
          "optimistic_lb": 311.7
        },
        {
          "date": "2026-08-08",
          "conservative_lb": 311.1,
          "moderate_lb": 309.5,
          "optimistic_lb": 308.4
        },
        {
          "date": "2026-08-15",
          "conservative_lb": 309.0,
          "moderate_lb": 306.7,
          "optimistic_lb": 305.1
        },
        {
          "date": "2026-08-22",
          "conservative_lb": 306.9,
          "moderate_lb": 303.8,
          "optimistic_lb": 301.7
        },
        {
          "date": "2026-08-29",
          "conservative_lb": 304.7,
          "moderate_lb": 300.9,
          "optimistic_lb": 298.3
        },
        {
          "date": "2026-09-05",
          "conservative_lb": 302.6,
          "moderate_lb": 298.0,
          "optimistic_lb": 294.9
        },
        {
          "date": "2026-09-12",
          "conservative_lb": 300.6,
          "moderate_lb": 295.2,
          "optimistic_lb": 291.6
        },
        {
          "date": "2026-09-19",
          "conservative_lb": 298.6,
          "moderate_lb": 292.4,
          "optimistic_lb": 288.3
        },
        {
          "date": "2026-09-26",
          "conservative_lb": 296.7,
          "moderate_lb": 289.7,
          "optimistic_lb": 285.1
        },
        {
          "date": "2026-10-03",
          "conservative_lb": 294.8,
          "moderate_lb": 287.1,
          "optimistic_lb": 282.0
        },
        {
          "date": "2026-10-10",
          "conservative_lb": 292.9,
          "moderate_lb": 284.5,
          "optimistic_lb": 278.9
        },
        {
          "date": "2026-10-17",
          "conservative_lb": 291.1,
          "moderate_lb": 282.0,
          "optimistic_lb": 275.8
        },
        {
          "date": "2026-10-24",
          "conservative_lb": 289.4,
          "moderate_lb": 279.6,
          "optimistic_lb": 272.8
        },
        {
          "date": "2026-11-24",
          "conservative_lb": 282.1,
          "moderate_lb": 269.3,
          "optimistic_lb": 259.8
        },
        {
          "date": "2026-12-24",
          "conservative_lb": 276.1,
          "moderate_lb": 260.5,
          "optimistic_lb": 248.0
        },
        {
          "date": "2027-01-24",
          "conservative_lb": 270.8,
          "moderate_lb": 252.3,
          "optimistic_lb": 236.7
        }
      ],
      "summary": "You're tracking extremely well \u2014 down ~33 lb in 9 weeks from 348.3 to 315.4, with your 4mg retatrutide ramp delivering roughly 2.9 lb/week over the past month. On the moderate path you'll cross 300 lb around mid-September and approach 280 lb by late January 2027. Optimistic adherence could put you near 270 lb by the 6-month mark; a conservative plateau scenario still lands around 290 lb.",
      "assumptions": [
        "Projection anchors to 2026-07-24 weigh-in of 315.4 lb",
        "Currently 3 weeks into 4mg retatrutide; dose modeled as peak effect (~3.0 lb/wk) reached around week 4-5 of projection",
        "Rate decelerates gradually after week 8 as body adapts and metabolic rate adjusts with weight loss",
        "No scheduled dose increase beyond 4mg is modeled; if dose rises to 6mg+ the moderate/optimistic curves would steepen",
        "Conservative curve uses ~2.0-2.2 lb/wk with earlier adaptation onset",
        "Moderate curve uses ~2.7-3.0 lb/wk peak, decelerating to ~2.2-2.5 by month 6",
        "Optimistic curve uses ~3.2-3.5 lb/wk peak, decelerating to ~2.8 by month 6",
        "Curves fan wider over time to reflect compounding uncertainty in adherence and dose response"
      ],
      "warnings": [],
      "generated_at": "2026-07-25T10:44:34+00:00"
    },
    {
      "anchor_date": "2026-07-31",
      "current_weight_lb": 314.8,
      "trend_lb_per_week": -2.6,
      "projection": [
        {
          "date": "2026-08-07",
          "conservative_lb": 313.8,
          "moderate_lb": 313.3,
          "optimistic_lb": 312.6
        },
        {
          "date": "2026-08-14",
          "conservative_lb": 312.8,
          "moderate_lb": 311.8,
          "optimistic_lb": 310.4
        },
        {
          "date": "2026-08-21",
          "conservative_lb": 311.8,
          "moderate_lb": 310.3,
          "optimistic_lb": 308.2
        },
        {
          "date": "2026-08-28",
          "conservative_lb": 310.8,
          "moderate_lb": 308.8,
          "optimistic_lb": 306.0
        },
        {
          "date": "2026-09-04",
          "conservative_lb": 310.0,
          "moderate_lb": 307.4,
          "optimistic_lb": 304.0
        },
        {
          "date": "2026-09-11",
          "conservative_lb": 309.2,
          "moderate_lb": 306.0,
          "optimistic_lb": 302.0
        },
        {
          "date": "2026-09-18",
          "conservative_lb": 308.4,
          "moderate_lb": 304.6,
          "optimistic_lb": 300.0
        },
        {
          "date": "2026-09-25",
          "conservative_lb": 307.6,
          "moderate_lb": 303.2,
          "optimistic_lb": 298.0
        },
        {
          "date": "2026-10-02",
          "conservative_lb": 307.0,
          "moderate_lb": 302.0,
          "optimistic_lb": 296.3
        },
        {
          "date": "2026-10-09",
          "conservative_lb": 306.4,
          "moderate_lb": 300.8,
          "optimistic_lb": 294.6
        },
        {
          "date": "2026-10-16",
          "conservative_lb": 305.8,
          "moderate_lb": 299.6,
          "optimistic_lb": 292.9
        },
        {
          "date": "2026-10-23",
          "conservative_lb": 305.2,
          "moderate_lb": 298.4,
          "optimistic_lb": 291.2
        },
        {
          "date": "2026-10-30",
          "conservative_lb": 304.7,
          "moderate_lb": 297.4,
          "optimistic_lb": 289.7
        },
        {
          "date": "2026-11-27",
          "conservative_lb": 302.7,
          "moderate_lb": 293.4,
          "optimistic_lb": 283.7
        },
        {
          "date": "2027-01-01",
          "conservative_lb": 300.2,
          "moderate_lb": 288.4,
          "optimistic_lb": 276.2
        },
        {
          "date": "2027-01-29",
          "conservative_lb": 298.2,
          "moderate_lb": 284.4,
          "optimistic_lb": 270.2
        }
      ],
      "summary": "You're at 314.8 lb as of July 31, down 33.5 lb from your May 24 start \u2014 a strong ~10% loss in 10 weeks. The regression trend over July is -2.6 lb/week, though the last two weeks have slowed to ~1.2 lb/week as 4mg reta plateaus; the confirmed step-up to 8mg (July 28) should re-accelerate loss in the coming weeks. The moderate path puts you under 300 lb by late December and ~284 lb at the 6-month mark.",
      "assumptions": [
        "Anchor: 314.8 lb on 2026-07-31 (most recent weigh-in)",
        "8mg/week retatrutide dose confirmed as of 2026-07-28 per protocol notes; dose schedule in prompt only ran through 4mg but 8mg is the current live dose",
        "Conservative (1.0->0.5 lb/wk): 4mg plateau persists, 8mg effect minimal, adherence slips",
        "Moderate (1.5->1.0 lb/wk): 8mg re-accelerates loss through Aug, then gradual deceleration toward long-term plateau",
        "Optimistic (2.2->1.5 lb/wk): 8mg delivers full GIP+GLP-1 synergy, strong adherence, minimal plateau effect over 6 months",
        "No further dose escalation beyond 8mg modeled (per memory: no further escalation planned)",
        "All three curves decelerate over time to reflect diminishing returns as body weight drops and adaptation occurs",
        "CSV confirmed all weights in lb; 5/24 had two entries (348.6 + 348.0), averaged to 348.3 \u2014 matches existing history exactly"
      ],
      "warnings": [
        "Last 2 weeks (Jul 17-31) show only -1.2 lb/wk \u2014 possible 4mg dose ceiling; watch for re-acceleration once 8mg fully takes effect (~2-3 weeks in)",
        "Small uptick Jul 31 vs Jul 29 (314.8 vs 314.2) \u2014 likely normal daily fluctuation, not a trend reversal"
      ],
      "generated_at": "2026-08-01T07:05:08+00:00"
    },
    {
      "anchor_date": "2026-07-31",
      "current_weight_lb": 314.8,
      "trend_lb_per_week": -2.7,
      "projection": [
        {
          "date": "2026-08-08",
          "conservative_lb": 313.2,
          "moderate_lb": 312.4,
          "optimistic_lb": 311.8
        },
        {
          "date": "2026-08-15",
          "conservative_lb": 311.8,
          "moderate_lb": 310.4,
          "optimistic_lb": 309.2
        },
        {
          "date": "2026-08-22",
          "conservative_lb": 310.5,
          "moderate_lb": 308.4,
          "optimistic_lb": 306.7
        },
        {
          "date": "2026-08-29",
          "conservative_lb": 309.1,
          "moderate_lb": 306.5,
          "optimistic_lb": 304.3
        },
        {
          "date": "2026-09-05",
          "conservative_lb": 307.9,
          "moderate_lb": 304.7,
          "optimistic_lb": 302.0
        },
        {
          "date": "2026-09-12",
          "conservative_lb": 306.7,
          "moderate_lb": 303.0,
          "optimistic_lb": 299.9
        },
        {
          "date": "2026-09-19",
          "conservative_lb": 305.6,
          "moderate_lb": 301.4,
          "optimistic_lb": 297.9
        },
        {
          "date": "2026-09-26",
          "conservative_lb": 304.5,
          "moderate_lb": 300.0,
          "optimistic_lb": 296.1
        },
        {
          "date": "2026-10-03",
          "conservative_lb": 303.5,
          "moderate_lb": 298.6,
          "optimistic_lb": 294.4
        },
        {
          "date": "2026-10-10",
          "conservative_lb": 302.6,
          "moderate_lb": 297.3,
          "optimistic_lb": 292.8
        },
        {
          "date": "2026-10-17",
          "conservative_lb": 301.7,
          "moderate_lb": 296.1,
          "optimistic_lb": 291.2
        },
        {
          "date": "2026-10-24",
          "conservative_lb": 300.9,
          "moderate_lb": 294.9,
          "optimistic_lb": 289.8
        },
        {
          "date": "2026-11-28",
          "conservative_lb": 297.9,
          "moderate_lb": 290.7,
          "optimistic_lb": 284.4
        },
        {
          "date": "2026-12-26",
          "conservative_lb": 295.6,
          "moderate_lb": 287.4,
          "optimistic_lb": 280.1
        },
        {
          "date": "2027-01-30",
          "conservative_lb": 292.7,
          "moderate_lb": 283.2,
          "optimistic_lb": 274.7
        }
      ],
      "summary": "You're at 314.8 lb as of July 31, trending down at roughly 2.7 lb/week over the past four weeks \u2014 a strong pace driven by the 4 mg retatrutide phase. Your 6 mg dose just kicked in on July 31, which should sustain or slightly accelerate that rate near-term before metabolism adapts and the curve gently flattens. On the moderate path you cross 300 lb around late September and reach the low-to-mid 280s by late January \u2014 a ~30 lb drop over 6 months from today.",
      "assumptions": [
        "Trend anchored to last 4 weeks of weigh-ins (2026-07-03 through 2026-07-31)",
        "6 mg dose taken as active starting 2026-07-31; no further dose escalation modeled beyond 6 mg",
        "Weekly loss rate modeled with diminishing returns: plateau factor accumulates as weeks at current dose increase, and weight-based scaling slows loss as absolute weight declines",
        "Biological floor set at 220 lb (not expected to be relevant in this 6-month window)",
        "Conservative curve assumes stronger metabolic adaptation and minor adherence variance; optimistic assumes sustained appetite suppression and clean adherence",
        "No diet composition changes or exercise escalation modeled \u2014 peptide effect only"
      ],
      "warnings": [],
      "generated_at": "2026-08-01T07:06:23+00:00"
    },
    {
      "anchor_date": "2026-08-03",
      "current_weight_lb": 310.8,
      "trend_lb_per_week": -2.8,
      "projection": [
        {
          "date": "2026-08-10",
          "conservative_lb": 309.3,
          "moderate_lb": 308.6,
          "optimistic_lb": 308.0
        },
        {
          "date": "2026-08-17",
          "conservative_lb": 307.8,
          "moderate_lb": 306.4,
          "optimistic_lb": 305.2
        },
        {
          "date": "2026-08-24",
          "conservative_lb": 306.3,
          "moderate_lb": 304.2,
          "optimistic_lb": 302.4
        },
        {
          "date": "2026-08-31",
          "conservative_lb": 304.8,
          "moderate_lb": 302.0,
          "optimistic_lb": 299.6
        },
        {
          "date": "2026-09-07",
          "conservative_lb": 303.5,
          "moderate_lb": 300.0,
          "optimistic_lb": 297.1
        },
        {
          "date": "2026-09-14",
          "conservative_lb": 302.2,
          "moderate_lb": 298.0,
          "optimistic_lb": 294.6
        },
        {
          "date": "2026-09-21",
          "conservative_lb": 300.9,
          "moderate_lb": 296.0,
          "optimistic_lb": 292.1
        },
        {
          "date": "2026-09-28",
          "conservative_lb": 299.6,
          "moderate_lb": 294.0,
          "optimistic_lb": 289.6
        },
        {
          "date": "2026-10-05",
          "conservative_lb": 298.4,
          "moderate_lb": 292.0,
          "optimistic_lb": 287.0
        },
        {
          "date": "2026-10-12",
          "conservative_lb": 297.2,
          "moderate_lb": 290.0,
          "optimistic_lb": 284.4
        },
        {
          "date": "2026-10-19",
          "conservative_lb": 296.0,
          "moderate_lb": 288.0,
          "optimistic_lb": 281.8
        },
        {
          "date": "2026-10-26",
          "conservative_lb": 294.8,
          "moderate_lb": 286.0,
          "optimistic_lb": 279.2
        },
        {
          "date": "2026-11-23",
          "conservative_lb": 290.8,
          "moderate_lb": 279.2,
          "optimistic_lb": 270.4
        },
        {
          "date": "2026-12-21",
          "conservative_lb": 286.8,
          "moderate_lb": 272.4,
          "optimistic_lb": 261.6
        },
        {
          "date": "2027-01-18",
          "conservative_lb": 282.8,
          "moderate_lb": 265.6,
          "optimistic_lb": 252.8
        }
      ],
      "summary": "You're at 310.8 lb as of August 3, trending at roughly -2.8 lb/week over the recent window \u2014 and the past week alone showed a strong 4.0 lb drop as the 6 mg retatrutide dose begins to take effect. The moderate path puts you near 286 lb by late October and around 265.6 lb by mid-January, assuming dose holds at 6 mg through the projection period. You're currently tracking ahead of where the 4 mg phase was delivering, which is an encouraging sign for the 6 mg ramp.",
      "assumptions": [
        "6 mg retatrutide dose effect modeled as ~2.2 lb/week early, decelerating to ~2.0 lb/week as body adapts",
        "Optimistic curve assumes strong adherence and favorable metabolic response (~2.5-2.8 lb/week)",
        "Conservative curve accounts for plateaus and slower adaptation (~1.2-1.5 lb/week)",
        "No further dose escalations beyond 6 mg assumed in the 6-month window (curves would improve with 8 mg)",
        "Curves fan modestly near-term (~2-3 lb apart), widening to ~15-20 lb spread by month 6",
        "Loss rate decelerates toward a plateau as body weight falls and GLP-1 adaptation progresses",
        "Recent 4mg phase delivered ~1.4 lb/week; 6mg week 1 showed ~4 lb \u2014 modeled as a favorable but not fully sustained burst"
      ],
      "warnings": [],
      "generated_at": "2026-08-03T19:00:55+00:00"
    },
    {
      "anchor_date": "2026-08-05",
      "current_weight_lb": 309.6,
      "trend_lb_per_week": -2.1,
      "projection": [
        {
          "date": "2026-08-12",
          "conservative_lb": 307.8,
          "moderate_lb": 306.8,
          "optimistic_lb": 305.6
        },
        {
          "date": "2026-08-19",
          "conservative_lb": 305.9,
          "moderate_lb": 304.6,
          "optimistic_lb": 303.0
        },
        {
          "date": "2026-08-26",
          "conservative_lb": 304.1,
          "moderate_lb": 302.5,
          "optimistic_lb": 300.5
        },
        {
          "date": "2026-09-02",
          "conservative_lb": 302.4,
          "moderate_lb": 300.5,
          "optimistic_lb": 298.1
        },
        {
          "date": "2026-09-09",
          "conservative_lb": 300.8,
          "moderate_lb": 298.6,
          "optimistic_lb": 295.9
        },
        {
          "date": "2026-09-16",
          "conservative_lb": 299.2,
          "moderate_lb": 296.8,
          "optimistic_lb": 293.8
        },
        {
          "date": "2026-09-23",
          "conservative_lb": 297.7,
          "moderate_lb": 295.1,
          "optimistic_lb": 291.8
        },
        {
          "date": "2026-09-30",
          "conservative_lb": 296.3,
          "moderate_lb": 293.5,
          "optimistic_lb": 289.9
        },
        {
          "date": "2026-10-07",
          "conservative_lb": 295.0,
          "moderate_lb": 291.9,
          "optimistic_lb": 288.1
        },
        {
          "date": "2026-10-14",
          "conservative_lb": 293.7,
          "moderate_lb": 290.4,
          "optimistic_lb": 286.4
        },
        {
          "date": "2026-10-21",
          "conservative_lb": 292.5,
          "moderate_lb": 288.9,
          "optimistic_lb": 284.7
        },
        {
          "date": "2026-10-28",
          "conservative_lb": 291.3,
          "moderate_lb": 287.5,
          "optimistic_lb": 283.1
        },
        {
          "date": "2026-11-28",
          "conservative_lb": 285.8,
          "moderate_lb": 280.4,
          "optimistic_lb": 273.8
        },
        {
          "date": "2026-12-28",
          "conservative_lb": 281.3,
          "moderate_lb": 274.6,
          "optimistic_lb": 266.1
        },
        {
          "date": "2027-01-28",
          "conservative_lb": 277.7,
          "moderate_lb": 270.0,
          "optimistic_lb": 260.0
        },
        {
          "date": "2027-02-05",
          "conservative_lb": 276.4,
          "moderate_lb": 268.1,
          "optimistic_lb": 257.8
        }
      ],
      "summary": "You are currently at 309.6 lb and have been losing at a strong pace \u2014 roughly 2.1 lb/week averaged over the full history, with the last two weeks showing an accelerated drop of about 4.4 lb from 314.2 to 309.6. The 6 mg retatrutide dose that kicked in 2026-07-31 should sustain elevated loss over the next 4-6 weeks before decelerating as your body adapts and weight drops lower. On the moderate path you would cross 300 lb around late September and approach 268 lb by early February; the optimistic path gets you there sooner (~287 by end of October) while the conservative path reflects plateau risk and lands around 276 lb.",
      "assumptions": [
        "Trend anchored on full 73-day history (2026-05-24 to 2026-08-05); recent 2-week rate weighted more heavily given dose escalation",
        "6 mg reta modeled as sustaining ~2.0-2.4 lb/week loss for ~4 weeks before decelerating (diminishing returns + lower body weight reducing absolute deficit)",
        "Deceleration curve: weekly loss tapers from ~2.1 lb/wk now to ~1.3 lb/wk (moderate) by month 6 as plateau dynamics emerge",
        "Optimistic assumes strong adherence, continued appetite suppression, and no multi-week stalls; conservative assumes 1-2 multi-week plateaus of 2-3 weeks each",
        "No further dose escalation beyond 6 mg is modeled; if escalation occurs, revise projections",
        "Monthly points use 4.33-week months; weekly and monthly series are consistent in slope"
      ],
      "warnings": [],
      "generated_at": "2026-08-05T17:13:52+00:00"
    },
    {
      "anchor_date": "2026-08-10",
      "current_weight_lb": 309.6,
      "trend_lb_per_week": -2.7,
      "projection": [
        {
          "date": "2026-08-12",
          "conservative_lb": 307.9,
          "moderate_lb": 307.3,
          "optimistic_lb": 306.7
        },
        {
          "date": "2026-08-19",
          "conservative_lb": 306.2,
          "moderate_lb": 305.0,
          "optimistic_lb": 303.8
        },
        {
          "date": "2026-08-26",
          "conservative_lb": 304.5,
          "moderate_lb": 302.7,
          "optimistic_lb": 300.9
        },
        {
          "date": "2026-09-02",
          "conservative_lb": 302.8,
          "moderate_lb": 300.4,
          "optimistic_lb": 298.0
        },
        {
          "date": "2026-09-09",
          "conservative_lb": 301.5,
          "moderate_lb": 298.5,
          "optimistic_lb": 295.6
        },
        {
          "date": "2026-09-16",
          "conservative_lb": 300.2,
          "moderate_lb": 296.6,
          "optimistic_lb": 293.2
        },
        {
          "date": "2026-09-23",
          "conservative_lb": 298.9,
          "moderate_lb": 294.7,
          "optimistic_lb": 290.8
        },
        {
          "date": "2026-09-30",
          "conservative_lb": 297.6,
          "moderate_lb": 292.8,
          "optimistic_lb": 288.4
        },
        {
          "date": "2026-10-07",
          "conservative_lb": 296.6,
          "moderate_lb": 291.3,
          "optimistic_lb": 286.4
        },
        {
          "date": "2026-10-14",
          "conservative_lb": 295.6,
          "moderate_lb": 289.8,
          "optimistic_lb": 284.4
        },
        {
          "date": "2026-10-21",
          "conservative_lb": 294.6,
          "moderate_lb": 288.3,
          "optimistic_lb": 282.4
        },
        {
          "date": "2026-10-28",
          "conservative_lb": 293.6,
          "moderate_lb": 286.8,
          "optimistic_lb": 280.4
        },
        {
          "date": "2026-12-05",
          "conservative_lb": 290.1,
          "moderate_lb": 281.3,
          "optimistic_lb": 272.9
        },
        {
          "date": "2027-01-05",
          "conservative_lb": 287.3,
          "moderate_lb": 276.8,
          "optimistic_lb": 266.4
        },
        {
          "date": "2027-02-05",
          "conservative_lb": 284.8,
          "moderate_lb": 272.8,
          "optimistic_lb": 260.9
        }
      ],
      "summary": "You're at 309.6 lb as of August 5, trending at roughly -2.3 lb/week over the past four weeks \u2014 your strongest sustained rate yet. Two weeks into 6 mg retatrutide, the early response is notably strong (5.2 lb dropped in just 5 days from 7/31 to 8/5). The moderate path puts you around 275-276 lb by late October and in the 265-269 lb range by early February 2027, with the optimistic curve reaching ~255 lb and conservative landing near ~283 lb by month 6.",
      "assumptions": [
        "Projection anchored at 309.6 lb (2026-08-05), the most recent weigh-in",
        "6 mg retatrutide continuing with no further dose escalation modeled",
        "Moderate weekly loss: -2.3 lb/wk (wks 1-4), -1.9 lb/wk (wks 5-8), -1.5 lb/wk (wks 9-12) \u2014 decelerating as body adapts",
        "Optimistic weekly loss: -2.9/-2.4/-2.0 lb/wk across the same windows",
        "Conservative weekly loss: -1.7/-1.3/-1.0 lb/wk \u2014 accounts for partial plateau and dose tolerance",
        "Post-week-12 monthly rates further decelerate (diminishing returns as weight falls and appetite re-adapts)",
        "Early 6mg burst (5.2 lb/5 days) partially reflects glycogen/water flux; forward rates normalized accordingly",
        "No caloric intake data \u2014 deficit inferred from medication response and observed historical rate per dose phase"
      ],
      "warnings": [
        "6 mg phase has only 3 data points (7/31, 8/3, 8/5) \u2014 early-phase rate estimate carries more uncertainty than later phases"
      ],
      "generated_at": "2026-08-10T19:59:21+00:00"
    },
    {
      "anchor_date": "2026-08-10",
      "current_weight_lb": 305.8,
      "trend_lb_per_week": -3.0,
      "projection": [
        {
          "date": "2026-08-17",
          "conservative_lb": 303.5,
          "moderate_lb": 302.6,
          "optimistic_lb": 301.7
        },
        {
          "date": "2026-08-24",
          "conservative_lb": 301.2,
          "moderate_lb": 299.4,
          "optimistic_lb": 297.6
        },
        {
          "date": "2026-08-31",
          "conservative_lb": 299.2,
          "moderate_lb": 296.6,
          "optimistic_lb": 294.0
        },
        {
          "date": "2026-09-07",
          "conservative_lb": 297.2,
          "moderate_lb": 293.8,
          "optimistic_lb": 290.5
        },
        {
          "date": "2026-09-14",
          "conservative_lb": 295.1,
          "moderate_lb": 291.0,
          "optimistic_lb": 286.9
        },
        {
          "date": "2026-09-21",
          "conservative_lb": 293.1,
          "moderate_lb": 288.2,
          "optimistic_lb": 283.3
        },
        {
          "date": "2026-09-28",
          "conservative_lb": 291.5,
          "moderate_lb": 285.9,
          "optimistic_lb": 280.4
        },
        {
          "date": "2026-10-05",
          "conservative_lb": 289.8,
          "moderate_lb": 283.7,
          "optimistic_lb": 277.5
        },
        {
          "date": "2026-10-12",
          "conservative_lb": 288.2,
          "moderate_lb": 281.4,
          "optimistic_lb": 274.6
        },
        {
          "date": "2026-10-19",
          "conservative_lb": 286.5,
          "moderate_lb": 279.1,
          "optimistic_lb": 271.7
        },
        {
          "date": "2026-10-26",
          "conservative_lb": 284.9,
          "moderate_lb": 276.8,
          "optimistic_lb": 268.8
        },
        {
          "date": "2026-11-02",
          "conservative_lb": 283.3,
          "moderate_lb": 274.5,
          "optimistic_lb": 265.9
        },
        {
          "date": "2026-12-07",
          "conservative_lb": 276.5,
          "moderate_lb": 265.2,
          "optimistic_lb": 254.0
        },
        {
          "date": "2027-01-04",
          "conservative_lb": 271.1,
          "moderate_lb": 257.7,
          "optimistic_lb": 244.5
        },
        {
          "date": "2027-02-08",
          "conservative_lb": 264.3,
          "moderate_lb": 248.4,
          "optimistic_lb": 232.7
        }
      ],
      "summary": "You are currently at 305.8 lb with a recent trend of 3.0 lb/week lost \u2014 an accelerated pace reflecting the early adaptation to 6 mg retatrutide (effective Aug 7). At 12 weeks, the moderate path puts you around 274.5 lb (31.3 lb down), with the optimistic curve at 265.9 lb and the conservative at 283.3 lb; by 6 months (late Feb 2027), moderate projects ~248.4 lb, optimistic ~232.7 lb, conservative ~264.3 lb \u2014 all curves decelerate as dose stabilizes and metabolic adaptation increases.",
      "assumptions": [
        "6 mg dose held constant from Aug 7 onward (no further escalation modeled)",
        "Early 6 mg response (Aug 3-10 drop of ~9 lb) treated as partially acute \u2014 moderate curve steps down to ~2.8 lb/wk by wk 3",
        "Diminishing returns modeled as loss rate decelerates at weeks 6-12 and again at weeks 13+",
        "Weight floor of 150 lb applied (will not realistically be approached in this window)",
        "No dose interruptions, illness, or holiday deviations modeled",
        "Trend computed via OLS linear regression on last 4 weeks of weigh-ins"
      ],
      "warnings": [],
      "generated_at": "2026-08-10T20:01:51+00:00"
    },
    {
      "anchor_date": "2026-08-10",
      "current_weight_lb": 305.8,
      "trend_lb_per_week": -3.7,
      "projection": [
        {
          "date": "2026-08-17",
          "conservative_lb": 302.8,
          "moderate_lb": 302.0,
          "optimistic_lb": 301.3
        },
        {
          "date": "2026-08-24",
          "conservative_lb": 299.8,
          "moderate_lb": 298.2,
          "optimistic_lb": 296.8
        },
        {
          "date": "2026-08-31",
          "conservative_lb": 297.0,
          "moderate_lb": 294.7,
          "optimistic_lb": 292.6
        },
        {
          "date": "2026-09-07",
          "conservative_lb": 294.2,
          "moderate_lb": 291.2,
          "optimistic_lb": 288.4
        },
        {
          "date": "2026-09-14",
          "conservative_lb": 292.0,
          "moderate_lb": 288.2,
          "optimistic_lb": 284.9
        },
        {
          "date": "2026-09-21",
          "conservative_lb": 289.8,
          "moderate_lb": 285.2,
          "optimistic_lb": 281.4
        },
        {
          "date": "2026-09-28",
          "conservative_lb": 287.6,
          "moderate_lb": 282.2,
          "optimistic_lb": 277.9
        },
        {
          "date": "2026-10-05",
          "conservative_lb": 285.4,
          "moderate_lb": 279.2,
          "optimistic_lb": 274.4
        },
        {
          "date": "2026-10-12",
          "conservative_lb": 283.6,
          "moderate_lb": 276.7,
          "optimistic_lb": 271.4
        },
        {
          "date": "2026-10-19",
          "conservative_lb": 281.8,
          "moderate_lb": 274.2,
          "optimistic_lb": 268.4
        },
        {
          "date": "2026-10-26",
          "conservative_lb": 280.0,
          "moderate_lb": 271.7,
          "optimistic_lb": 265.4
        },
        {
          "date": "2026-11-02",
          "conservative_lb": 278.2,
          "moderate_lb": 269.2,
          "optimistic_lb": 262.4
        },
        {
          "date": "2026-12-10",
          "conservative_lb": 270.7,
          "moderate_lb": 259.2,
          "optimistic_lb": 249.9
        },
        {
          "date": "2027-01-10",
          "conservative_lb": 264.0,
          "moderate_lb": 250.0,
          "optimistic_lb": 239.4
        },
        {
          "date": "2027-02-10",
          "conservative_lb": 258.8,
          "moderate_lb": 242.8,
          "optimistic_lb": 231.4
        }
      ],
      "summary": "You hit 305.8 lb today \u2014 down 42.5 lb from your May 24 start, tracking at roughly 3.7 lb/week on a 21-day regression. The 6 mg retatrutide dose (active since July 31) is producing strong early results, with the last 5 days annualizing at over 5 lb/week \u2014 likely a mix of true fat loss and residual water. On the moderate path you cross 280 lb by late October and reach the low-240s by mid-February; the optimistic path gets you there about 10-12 lb lighter at each checkpoint.",
      "assumptions": [
        "6 mg retatrutide dose held through week 2, then possible escalation to 8 mg maintenance dose (consistent with memory note confirming 8 mg as maintenance target)",
        "Near-term rate (weeks 1-4) anchored to 21-day trend (-3.7 lb/wk) with 6 mg early-phase elevation",
        "Rate deceleration modeled as weight drops and body adapts \u2014 diminishing returns on GLP-1/GIP/glucagon tri-agonism",
        "No change in diet, exercise, or peptide co-medications (Tesa/Ipa, KLOW, etc.) assumed",
        "Months 4-6 rates reflect natural plateau tendency at lower bodyweights and longer dose exposure",
        "No stalls or illness events modeled \u2014 conservative curve partially captures this risk",
        "6 mg early-phase boost (Aug 3-10 showed ~5-6 lb/wk) is treated as partially transient (glycogen/water normalization)"
      ],
      "warnings": [],
      "generated_at": "2026-08-10T20:07:47+00:00"
    },
    {
      "anchor_date": "2026-08-21",
      "current_weight_lb": 305.6,
      "trend_lb_per_week": -2.6,
      "projection": [
        {
          "date": "2026-08-28",
          "conservative_lb": 304.4,
          "moderate_lb": 303.6,
          "optimistic_lb": 303.1
        },
        {
          "date": "2026-09-04",
          "conservative_lb": 303.2,
          "moderate_lb": 301.6,
          "optimistic_lb": 300.6
        },
        {
          "date": "2026-09-11",
          "conservative_lb": 302.1,
          "moderate_lb": 299.7,
          "optimistic_lb": 298.2
        },
        {
          "date": "2026-09-18",
          "conservative_lb": 300.9,
          "moderate_lb": 297.8,
          "optimistic_lb": 295.8
        },
        {
          "date": "2026-09-25",
          "conservative_lb": 299.8,
          "moderate_lb": 295.9,
          "optimistic_lb": 293.4
        },
        {
          "date": "2026-10-02",
          "conservative_lb": 298.7,
          "moderate_lb": 294.0,
          "optimistic_lb": 291.1
        },
        {
          "date": "2026-10-09",
          "conservative_lb": 297.6,
          "moderate_lb": 292.2,
          "optimistic_lb": 288.8
        },
        {
          "date": "2026-10-16",
          "conservative_lb": 296.6,
          "moderate_lb": 290.4,
          "optimistic_lb": 286.5
        },
        {
          "date": "2026-10-23",
          "conservative_lb": 295.5,
          "moderate_lb": 288.6,
          "optimistic_lb": 284.3
        },
        {
          "date": "2026-10-30",
          "conservative_lb": 294.5,
          "moderate_lb": 286.9,
          "optimistic_lb": 282.0
        },
        {
          "date": "2026-11-06",
          "conservative_lb": 293.5,
          "moderate_lb": 285.1,
          "optimistic_lb": 279.9
        },
        {
          "date": "2026-11-13",
          "conservative_lb": 292.5,
          "moderate_lb": 283.4,
          "optimistic_lb": 277.7
        },
        {
          "date": "2026-12-18",
          "conservative_lb": 287.9,
          "moderate_lb": 275.4,
          "optimistic_lb": 267.5
        },
        {
          "date": "2027-01-22",
          "conservative_lb": 283.8,
          "moderate_lb": 268.1,
          "optimistic_lb": 258.0
        },
        {
          "date": "2027-02-19",
          "conservative_lb": 280.9,
          "moderate_lb": 262.7,
          "optimistic_lb": 251.0
        }
      ],
      "summary": "You're at 305.6 lb as of today, down roughly 42.7 lb from your May 24 starting weight \u2014 a strong pace anchored by your retatrutide escalation. Your observed 4-week trend is about -2.6 lb/week, which is near the upper end of expected 6mg reta loss; the moderate path models a gentle taper as your body adapts, putting you around 283 lb by mid-November and 263 lb by late February. The optimistic curve (strong adherence, favorable water/inflammation cycles) reaches ~251 lb in 6 months, while the conservative path (plateaus, adaptation) still lands near 281 lb \u2014 all three represent meaningful progress.",
      "assumptions": [
        "Retatrutide dose held at 6 mg/week through the full 6-month window (consistent with confirmed maintenance protocol)",
        "Moderate curve tapers from -2.0 lb/wk to -1.3 lb/wk over 26 weeks to reflect metabolic adaptation at stable dose",
        "Optimistic curve tapers from -2.5 lb/wk to -1.7 lb/wk \u2014 achievable with strong adherence and favorable body composition response",
        "Conservative curve tapers from -1.2 lb/wk to -0.7 lb/wk \u2014 accounts for plateaus, stress, water retention cycles",
        "4-week OLS trend (-2.6 lb/wk) used to calibrate moderate starting rate; slight downward bias applied to avoid projection that outruns pharmacological limits",
        "Weekly projection points 1-12 (Aug 28 \u2013 Nov 13), then monthly anchors for months 4-6 (mid-Dec, late-Jan, late-Feb)"
      ],
      "warnings": [],
      "generated_at": "2026-08-21T17:51:16+00:00"
    },
    {
      "anchor_date": "2026-08-24",
      "current_weight_lb": 302.7,
      "trend_lb_per_week": -2.8,
      "projection": [
        {
          "date": "2026-08-31",
          "conservative_lb": 300.7,
          "moderate_lb": 300.2,
          "optimistic_lb": 299.7
        },
        {
          "date": "2026-09-07",
          "conservative_lb": 298.7,
          "moderate_lb": 297.7,
          "optimistic_lb": 296.8
        },
        {
          "date": "2026-09-14",
          "conservative_lb": 296.8,
          "moderate_lb": 295.3,
          "optimistic_lb": 293.9
        },
        {
          "date": "2026-09-21",
          "conservative_lb": 295.0,
          "moderate_lb": 293.0,
          "optimistic_lb": 291.0
        },
        {
          "date": "2026-09-28",
          "conservative_lb": 293.1,
          "moderate_lb": 290.7,
          "optimistic_lb": 288.2
        },
        {
          "date": "2026-10-05",
          "conservative_lb": 291.4,
          "moderate_lb": 288.6,
          "optimistic_lb": 285.9
        },
        {
          "date": "2026-10-12",
          "conservative_lb": 289.8,
          "moderate_lb": 286.6,
          "optimistic_lb": 283.5
        },
        {
          "date": "2026-10-19",
          "conservative_lb": 288.1,
          "moderate_lb": 284.4,
          "optimistic_lb": 280.9
        },
        {
          "date": "2026-10-26",
          "conservative_lb": 286.4,
          "moderate_lb": 282.2,
          "optimistic_lb": 278.2
        },
        {
          "date": "2026-11-02",
          "conservative_lb": 284.7,
          "moderate_lb": 280.1,
          "optimistic_lb": 275.6
        },
        {
          "date": "2026-11-09",
          "conservative_lb": 283.1,
          "moderate_lb": 278.0,
          "optimistic_lb": 273.1
        },
        {
          "date": "2026-11-16",
          "conservative_lb": 281.4,
          "moderate_lb": 275.9,
          "optimistic_lb": 270.5
        },
        {
          "date": "2026-12-22",
          "conservative_lb": 273.5,
          "moderate_lb": 265.5,
          "optimistic_lb": 257.9
        },
        {
          "date": "2027-01-21",
          "conservative_lb": 267.2,
          "moderate_lb": 257.3,
          "optimistic_lb": 248.0
        },
        {
          "date": "2027-02-20",
          "conservative_lb": 261.2,
          "moderate_lb": 249.3,
          "optimistic_lb": 238.3
        }
      ],
      "summary": "You weighed in at 302.7 lb today \u2014 down 45.6 lb from your starting weight of 348.3 lb on May 24, a strong result across ~13 weeks on retatrutide. Your recent 5-week regression shows approximately -2.8 lb/week of loss, consistent with the 6mg phase being your fastest-sustained rate so far. Projected moderate path puts you near 280 lb by mid-November and around 268 lb by late February, assuming escalation to 8mg maintenance around week 5 and the expected gradual deceleration.",
      "assumptions": [
        "Anchor: 302.7 lb on 2026-08-24 (latest weigh-in)",
        "Current dose: 6mg retatrutide (week 4 of 6mg phase)",
        "Escalation to 8mg maintenance dose modeled at ~week 5 from anchor (~2026-09-28), per confirmed maintenance target",
        "Rate model: exponential deceleration from initial ~-2.0 to -3.0 lb/week toward a long-term floor of -1.2 to -1.9 lb/week",
        "8mg escalation provides a modest short-term rate boost (+0.1 to +0.4 lb/week for ~2 weeks) before continuing deceleration",
        "No further dose escalation beyond 8mg modeled (confirmed maintenance)",
        "Three curves: moderate (-2.5 init \u2192 -1.6 floor), optimistic (-3.0 init \u2192 -1.9 floor), conservative (-2.0 init \u2192 -1.2 floor)",
        "Observed phase rates: 2mg=-3.97, 4mg=-3.04, 6mg=-2.47 lb/week via linear regression",
        "Natural plateau effect: as body weight decreases, TDEE decreases and the same deficit produces slower loss"
      ],
      "warnings": [],
      "generated_at": "2026-08-24T18:52:37+00:00"
    },
    {
      "anchor_date": "2026-08-26",
      "current_weight_lb": 301.6,
      "trend_lb_per_week": -3.2,
      "projection": [
        {
          "date": "2026-09-02",
          "conservative_lb": 299.6,
          "moderate_lb": 298.9,
          "optimistic_lb": 298.4
        },
        {
          "date": "2026-09-09",
          "conservative_lb": 297.8,
          "moderate_lb": 296.4,
          "optimistic_lb": 295.4
        },
        {
          "date": "2026-09-16",
          "conservative_lb": 296.2,
          "moderate_lb": 294.1,
          "optimistic_lb": 292.5
        },
        {
          "date": "2026-09-23",
          "conservative_lb": 294.7,
          "moderate_lb": 292.0,
          "optimistic_lb": 289.8
        },
        {
          "date": "2026-09-30",
          "conservative_lb": 293.4,
          "moderate_lb": 290.0,
          "optimistic_lb": 287.2
        },
        {
          "date": "2026-10-07",
          "conservative_lb": 292.2,
          "moderate_lb": 288.2,
          "optimistic_lb": 284.7
        },
        {
          "date": "2026-10-14",
          "conservative_lb": 291.1,
          "moderate_lb": 286.5,
          "optimistic_lb": 282.4
        },
        {
          "date": "2026-10-21",
          "conservative_lb": 290.1,
          "moderate_lb": 285.0,
          "optimistic_lb": 280.2
        },
        {
          "date": "2026-10-28",
          "conservative_lb": 289.2,
          "moderate_lb": 283.5,
          "optimistic_lb": 278.1
        },
        {
          "date": "2026-11-04",
          "conservative_lb": 288.3,
          "moderate_lb": 282.1,
          "optimistic_lb": 276.0
        },
        {
          "date": "2026-11-11",
          "conservative_lb": 287.6,
          "moderate_lb": 280.8,
          "optimistic_lb": 274.1
        },
        {
          "date": "2026-11-18",
          "conservative_lb": 286.8,
          "moderate_lb": 279.6,
          "optimistic_lb": 272.3
        },
        {
          "date": "2026-12-24",
          "conservative_lb": 283.6,
          "moderate_lb": 274.3,
          "optimistic_lb": 264.0
        },
        {
          "date": "2027-01-23",
          "conservative_lb": 281.6,
          "moderate_lb": 270.9,
          "optimistic_lb": 258.5
        },
        {
          "date": "2027-02-22",
          "conservative_lb": 279.2,
          "moderate_lb": 267.2,
          "optimistic_lb": 252.4
        }
      ],
      "summary": "You're down to 301.6 lb from 348.3 in late May \u2014 about 47 lb in ~13 weeks, averaging roughly 3.2 lb/week, with your last 4 weeks still trending near -3 lb/week despite the usual day-to-day water noise. With retatrutide holding steady at 6 mg (no further escalation planned), expect weekly loss to gradually decelerate as you get leaner; the moderate path puts you near 267 lb by late November and around 250 lb by month 6. You're tracking on the faster side of the moderate curve right now, so if adherence holds you may run closer to the optimistic line early on.",
      "assumptions": [
        "Retatrutide stays at 6 mg weekly with no further dose escalation",
        "Weekly loss decelerates with diminishing returns as weight drops and dose stabilizes",
        "Diet/activity adherence remains consistent with the last ~3 months",
        "Short-term water fluctuations (the 306-309 lb bumps in mid-Aug) treated as noise, not trend"
      ],
      "warnings": [],
      "generated_at": "2026-08-27T05:23:47+00:00"
    }
  ]
}