{"writeback_id": "WB-healthcare-DBCA-2026-05-25-0", "agent": "DBCA", "date": "2026-05-25", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.75, "rm_impact_forecast": 1512376, "notes": "DBCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-DBCA-2026-05-24-1", "agent": "DBCA", "date": "2026-05-24", "forecast_class": "supply", "horizon_days": 30, "confidence": 0.93, "rm_impact_forecast": 2332940, "notes": "DBCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-DBCA-2026-05-23-2", "agent": "DBCA", "date": "2026-05-23", "forecast_class": "portfolio", "horizon_days": 7, "confidence": 0.6, "rm_impact_forecast": 2506661, "notes": "DBCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-DBCA-2026-05-22-3", "agent": "DBCA", "date": "2026-05-22", "forecast_class": "workforce", "horizon_days": 30, "confidence": 0.74, "rm_impact_forecast": 599911, "notes": "DBCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-DBCA-2026-05-21-4", "agent": "DBCA", "date": "2026-05-21", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.66, "rm_impact_forecast": 1791656, "notes": "DBCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-DBCA-2026-05-20-5", "agent": "DBCA", "date": "2026-05-20", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.76, "rm_impact_forecast": -1138638, "notes": "DBCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-DBCA-2026-05-19-6", "agent": "DBCA", "date": "2026-05-19", "forecast_class": "portfolio", "horizon_days": 7, "confidence": 0.79, "rm_impact_forecast": 1520975, "notes": "DBCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-DBCA-2026-05-18-7", "agent": "DBCA", "date": "2026-05-18", "forecast_class": "workforce", "horizon_days": 7, "confidence": 0.76, "rm_impact_forecast": 3716070, "notes": "DBCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-DBCA-2026-05-17-8", "agent": "DBCA", "date": "2026-05-17", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.77, "rm_impact_forecast": 3692864, "notes": "DBCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-DBCA-2026-05-16-9", "agent": "DBCA", "date": "2026-05-16", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.82, "rm_impact_forecast": -1904943, "notes": "DBCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-DBCA-2026-05-15-10", "agent": "DBCA", "date": "2026-05-15", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.59, "rm_impact_forecast": -2025109, "notes": "DBCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-DBCA-2026-05-14-11", "agent": "DBCA", "date": "2026-05-14", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.69, "rm_impact_forecast": 5776419, "notes": "DBCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-PSCA-2026-05-25-0", "agent": "PSCA", "date": "2026-05-25", "forecast_class": "portfolio", "horizon_days": 30, "confidence": 0.73, "rm_impact_forecast": 6066286, "notes": "PSCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-PSCA-2026-05-24-1", "agent": "PSCA", "date": "2026-05-24", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.59, "rm_impact_forecast": 5548495, "notes": "PSCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-PSCA-2026-05-23-2", "agent": "PSCA", "date": "2026-05-23", "forecast_class": "portfolio", "horizon_days": 7, "confidence": 0.77, "rm_impact_forecast": 4684861, "notes": "PSCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-PSCA-2026-05-22-3", "agent": "PSCA", "date": "2026-05-22", "forecast_class": "workforce", "horizon_days": 30, "confidence": 0.92, "rm_impact_forecast": 70662, "notes": "PSCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-PSCA-2026-05-21-4", "agent": "PSCA", "date": "2026-05-21", "forecast_class": "workforce", "horizon_days": 30, "confidence": 0.56, "rm_impact_forecast": 575569, "notes": "PSCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-PSCA-2026-05-20-5", "agent": "PSCA", "date": "2026-05-20", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.76, "rm_impact_forecast": -637290, "notes": "PSCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-PSCA-2026-05-19-6", "agent": "PSCA", "date": "2026-05-19", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.77, "rm_impact_forecast": -157483, "notes": "PSCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-PSCA-2026-05-18-7", "agent": "PSCA", "date": "2026-05-18", "forecast_class": "demand", "horizon_days": 30, "confidence": 0.87, "rm_impact_forecast": 2405241, "notes": "PSCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-PSCA-2026-05-17-8", "agent": "PSCA", "date": "2026-05-17", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.56, "rm_impact_forecast": 2388839, "notes": "PSCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-PSCA-2026-05-16-9", "agent": "PSCA", "date": "2026-05-16", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.62, "rm_impact_forecast": 5512739, "notes": "PSCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-PSCA-2026-05-15-10", "agent": "PSCA", "date": "2026-05-15", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.76, "rm_impact_forecast": 4305119, "notes": "PSCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-PSCA-2026-05-14-11", "agent": "PSCA", "date": "2026-05-14", "forecast_class": "demand", "horizon_days": 7, "confidence": 0.57, "rm_impact_forecast": 2706918, "notes": "PSCA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-CWFA-2026-05-25-0", "agent": "CWFA", "date": "2026-05-25", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.6, "rm_impact_forecast": 1363310, "notes": "CWFA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-CWFA-2026-05-24-1", "agent": "CWFA", "date": "2026-05-24", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.87, "rm_impact_forecast": 6178466, "notes": "CWFA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-CWFA-2026-05-23-2", "agent": "CWFA", "date": "2026-05-23", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.79, "rm_impact_forecast": 1324738, "notes": "CWFA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-CWFA-2026-05-22-3", "agent": "CWFA", "date": "2026-05-22", "forecast_class": "demand", "horizon_days": 7, "confidence": 0.69, "rm_impact_forecast": 3360563, "notes": "CWFA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-CWFA-2026-05-21-4", "agent": "CWFA", "date": "2026-05-21", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.7, "rm_impact_forecast": 6146069, "notes": "CWFA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-CWFA-2026-05-20-5", "agent": "CWFA", "date": "2026-05-20", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.69, "rm_impact_forecast": 4493166, "notes": "CWFA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-CWFA-2026-05-19-6", "agent": "CWFA", "date": "2026-05-19", "forecast_class": "workforce", "horizon_days": 7, "confidence": 0.94, "rm_impact_forecast": 3564250, "notes": "CWFA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-CWFA-2026-05-18-7", "agent": "CWFA", "date": "2026-05-18", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.65, "rm_impact_forecast": 497672, "notes": "CWFA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-CWFA-2026-05-17-8", "agent": "CWFA", "date": "2026-05-17", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.78, "rm_impact_forecast": 475583, "notes": "CWFA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-CWFA-2026-05-16-9", "agent": "CWFA", "date": "2026-05-16", "forecast_class": "supply", "horizon_days": 1, "confidence": 0.55, "rm_impact_forecast": 4073423, "notes": "CWFA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-CWFA-2026-05-15-10", "agent": "CWFA", "date": "2026-05-15", "forecast_class": "demand", "horizon_days": 30, "confidence": 0.81, "rm_impact_forecast": 2796032, "notes": "CWFA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-CWFA-2026-05-14-11", "agent": "CWFA", "date": "2026-05-14", "forecast_class": "demand", "horizon_days": 30, "confidence": 0.72, "rm_impact_forecast": 2216864, "notes": "CWFA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-FAOA-2026-05-25-0", "agent": "FAOA", "date": "2026-05-25", "forecast_class": "supply", "horizon_days": 30, "confidence": 0.95, "rm_impact_forecast": 4319655, "notes": "FAOA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-FAOA-2026-05-24-1", "agent": "FAOA", "date": "2026-05-24", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.75, "rm_impact_forecast": 3154242, "notes": "FAOA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-FAOA-2026-05-23-2", "agent": "FAOA", "date": "2026-05-23", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.71, "rm_impact_forecast": 5030342, "notes": "FAOA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-FAOA-2026-05-22-3", "agent": "FAOA", "date": "2026-05-22", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.64, "rm_impact_forecast": -244384, "notes": "FAOA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-FAOA-2026-05-21-4", "agent": "FAOA", "date": "2026-05-21", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.92, "rm_impact_forecast": 2620390, "notes": "FAOA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-FAOA-2026-05-20-5", "agent": "FAOA", "date": "2026-05-20", "forecast_class": "workforce", "horizon_days": 7, "confidence": 0.69, "rm_impact_forecast": 1884111, "notes": "FAOA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-FAOA-2026-05-19-6", "agent": "FAOA", "date": "2026-05-19", "forecast_class": "workforce", "horizon_days": 7, "confidence": 0.64, "rm_impact_forecast": 1661485, "notes": "FAOA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-FAOA-2026-05-18-7", "agent": "FAOA", "date": "2026-05-18", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.75, "rm_impact_forecast": -894597, "notes": "FAOA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-FAOA-2026-05-17-8", "agent": "FAOA", "date": "2026-05-17", "forecast_class": "portfolio", "horizon_days": 30, "confidence": 0.95, "rm_impact_forecast": 5097869, "notes": "FAOA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-FAOA-2026-05-16-9", "agent": "FAOA", "date": "2026-05-16", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.62, "rm_impact_forecast": -699813, "notes": "FAOA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-FAOA-2026-05-15-10", "agent": "FAOA", "date": "2026-05-15", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.81, "rm_impact_forecast": -747233, "notes": "FAOA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-FAOA-2026-05-14-11", "agent": "FAOA", "date": "2026-05-14", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.84, "rm_impact_forecast": 1885645, "notes": "FAOA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-SLPA-2026-05-25-0", "agent": "SLPA", "date": "2026-05-25", "forecast_class": "portfolio", "horizon_days": 30, "confidence": 0.7, "rm_impact_forecast": -811567, "notes": "SLPA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-SLPA-2026-05-24-1", "agent": "SLPA", "date": "2026-05-24", "forecast_class": "workforce", "horizon_days": 30, "confidence": 0.86, "rm_impact_forecast": 5144652, "notes": "SLPA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-SLPA-2026-05-23-2", "agent": "SLPA", "date": "2026-05-23", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.8, "rm_impact_forecast": -880519, "notes": "SLPA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-SLPA-2026-05-22-3", "agent": "SLPA", "date": "2026-05-22", "forecast_class": "portfolio", "horizon_days": 30, "confidence": 0.74, "rm_impact_forecast": -1708858, "notes": "SLPA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-SLPA-2026-05-21-4", "agent": "SLPA", "date": "2026-05-21", "forecast_class": "demand", "horizon_days": 30, "confidence": 0.71, "rm_impact_forecast": -1599157, "notes": "SLPA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-SLPA-2026-05-20-5", "agent": "SLPA", "date": "2026-05-20", "forecast_class": "portfolio", "horizon_days": 7, "confidence": 0.93, "rm_impact_forecast": -1745658, "notes": "SLPA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-SLPA-2026-05-19-6", "agent": "SLPA", "date": "2026-05-19", "forecast_class": "portfolio", "horizon_days": 7, "confidence": 0.64, "rm_impact_forecast": 587976, "notes": "SLPA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-SLPA-2026-05-18-7", "agent": "SLPA", "date": "2026-05-18", "forecast_class": "portfolio", "horizon_days": 30, "confidence": 0.57, "rm_impact_forecast": 3534599, "notes": "SLPA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-SLPA-2026-05-17-8", "agent": "SLPA", "date": "2026-05-17", "forecast_class": "portfolio", "horizon_days": 30, "confidence": 0.75, "rm_impact_forecast": 2249551, "notes": "SLPA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-SLPA-2026-05-16-9", "agent": "SLPA", "date": "2026-05-16", "forecast_class": "portfolio", "horizon_days": 7, "confidence": 0.69, "rm_impact_forecast": -281717, "notes": "SLPA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-SLPA-2026-05-15-10", "agent": "SLPA", "date": "2026-05-15", "forecast_class": "supply", "horizon_days": 1, "confidence": 0.89, "rm_impact_forecast": 6018960, "notes": "SLPA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-healthcare-SLPA-2026-05-14-11", "agent": "SLPA", "date": "2026-05-14", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.8, "rm_impact_forecast": -24393, "notes": "SLPA writeback for Private Hospital Group: forecast vs actual delta logged for nightly CSOA retraining."}