{
  "diagnostic_timestamp_note": "generated locally on Esche",
  "focus_condition": "sagittal_hf_r2",
  "focus_rows": [
    {
      "coil": "BI_7",
      "cond_max": 5.906929861956781,
      "cond_p50": 3.6685506089554103,
      "cond_p90": 4.603504366485331,
      "cond_p95": 4.997616112108849,
      "cond_p99": 5.557655936816047,
      "condition": "sagittal_hf_r2",
      "corr_g_cond": 0.993462070170593,
      "corr_g_inv_smin": 0.9515349498475802,
      "extent": "[-111.50000000000075, 111.49999999999962, -140.70000000000005, 74.77584837827249]",
      "g_max": 2.967942532194447,
      "g_p50": 1.921758982642275,
      "g_p90": 2.3926383485815954,
      "g_p95": 2.565481378420473,
      "g_p99": 2.8114559732851316,
      "heat_table_g_p95": "2.565481378420473",
      "heat_table_risk": "",
      "hotspot_fraction_table": "",
      "offsets": "[-53.86896209456813, 53.86896209456813]",
      "roi_pixels_npz": 13300,
      "roi_pixels_table": "13300",
      "roi_rule": "npz_mask_geometry_derived_breast_roi_not_anatomy",
      "roi_x_max": 73.7161372342265,
      "roi_x_min": 73.7161372342265,
      "roi_y_max": 1.5953715705572904,
      "roi_y_min": -125.79286583546546,
      "roi_z_max": 97.47484276729519,
      "roi_z_min": -97.47484276729632,
      "sagittal_x0": 73.7161372342265,
      "smin_p01": 0.0014301920216676152,
      "smin_p05": 0.0016547258574192195,
      "smin_p10": 0.0017580900779417582,
      "smin_p50": 0.0028008622452770473
    },
    {
      "coil": "Mammaria_8Ch",
      "cond_max": 15.67727729785879,
      "cond_p50": 7.231405810484938,
      "cond_p90": 13.169568604154117,
      "cond_p95": 14.052103373850555,
      "cond_p99": 15.157889075744865,
      "condition": "sagittal_hf_r2",
      "corr_g_cond": 0.9966109748015507,
      "corr_g_inv_smin": 0.985337917522808,
      "extent": "[-115.13114024730172, 116.14214630493333, 13.506755886195485, 226.34844696811075]",
      "g_max": 7.413686951269837,
      "g_p50": 3.647543111811219,
      "g_p90": 6.166386772375611,
      "g_p95": 6.622140730879216,
      "g_p99": 7.153869997253055,
      "heat_table_g_p95": "6.622140730879216",
      "heat_table_risk": "",
      "hotspot_fraction_table": "",
      "offsets": "[-53.210422770478814, 53.210422770478814]",
      "roi_pixels_npz": 9450,
      "roi_pixels_table": "9450",
      "roi_rule": "npz_mask_geometry_derived_breast_roi_not_anatomy",
      "roi_x_max": 103.45608161859383,
      "roi_x_min": 103.45608161859383,
      "roi_y_max": 133.98318480048715,
      "roi_y_min": 34.92478769318067,
      "roi_z_max": 91.41481378048053,
      "roi_z_min": -90.40380772284891,
      "sagittal_x0": 103.45608161859383,
      "smin_p01": 0.0005930307902086178,
      "smin_p05": 0.0006812865598868069,
      "smin_p10": 0.0007711503782002173,
      "smin_p50": 0.0014847242365230197
    },
    {
      "coil": "Mammaria_12Ch",
      "cond_max": 13.778894770171869,
      "cond_p50": 8.038515547514098,
      "cond_p90": 11.998969832994216,
      "cond_p95": 12.508158014514985,
      "cond_p99": 13.288880232430675,
      "condition": "sagittal_hf_r2",
      "corr_g_cond": 0.9960442077042521,
      "corr_g_inv_smin": 0.9834926985403458,
      "extent": "[-115.13114024730172, 116.14214630493333, 16.136702132681023, 226.34844696811075]",
      "g_max": 6.731699369115163,
      "g_p50": 4.029582928997388,
      "g_p90": 5.732032813423201,
      "g_p95": 6.032706748223559,
      "g_p99": 6.469451161851647,
      "heat_table_g_p95": "6.032706748223559",
      "heat_table_risk": "",
      "hotspot_fraction_table": "",
      "offsets": "[-52.55293620885743, 52.55293620885743]",
      "roi_pixels_npz": 9576,
      "roi_pixels_table": "9576",
      "roi_rule": "npz_mask_geometry_derived_breast_roi_not_anatomy",
      "roi_x_max": 103.45608161859383,
      "roi_x_min": 103.45608161859383,
      "roi_y_max": 133.80239578270144,
      "roi_y_min": 34.64591236976288,
      "roi_z_max": 91.41481378048053,
      "roi_z_min": -90.40380772284891,
      "sagittal_x0": 103.45608161859383,
      "smin_p01": 0.0008580359550161691,
      "smin_p05": 0.0009403130527275222,
      "smin_p10": 0.0010267284992352414,
      "smin_p50": 0.0016654644278913577
    },
    {
      "coil": "Mammaria_18Ch",
      "cond_max": 13.507842932585335,
      "cond_p50": 9.557929409346968,
      "cond_p90": 11.28135826902883,
      "cond_p95": 11.76719868245137,
      "cond_p99": 12.797557864675992,
      "condition": "sagittal_hf_r2",
      "corr_g_cond": 0.988027956870386,
      "corr_g_inv_smin": 0.9762459318275256,
      "extent": "[-115.13114024730172, 116.14214630493333, 12.872791500898622, 226.34844696811075]",
      "g_max": 6.696750696524115,
      "g_p50": 4.564990651191257,
      "g_p90": 5.404144540830525,
      "g_p95": 5.794836241590231,
      "g_p99": 6.331775573703366,
      "heat_table_g_p95": "5.794836241590231",
      "heat_table_risk": "",
      "hotspot_fraction_table": "",
      "offsets": "[-53.368913866803034, 53.368913866803034]",
      "roi_pixels_npz": 8118,
      "roi_pixels_table": "8118",
      "roi_rule": "npz_mask_geometry_derived_breast_roi_not_anatomy",
      "roi_x_max": 99.65300425675834,
      "roi_x_min": 99.65300425675834,
      "roi_y_max": 122.96715469782563,
      "roi_y_min": 35.69723265148105,
      "roi_z_max": 88.50571583642727,
      "roi_z_min": -88.94925875082228,
      "sagittal_x0": 99.65300425675834,
      "smin_p01": 0.0010708480983717943,
      "smin_p05": 0.001200471740708686,
      "smin_p10": 0.0013021460959466785,
      "smin_p50": 0.001661937876684881
    }
  ],
  "initial_interpretation": [
    "BI_7 has unexpectedly low sagittal_hf_r2 g_p95 relative to Mammaria_18Ch.",
    "This diagnostic separates ROI size/location, g, condition number, smin, and hotspot behavior.",
    "If BI_7 has much more favorable smin/condition in the same ROI type, the simplified sensitivity model favors BI_7 geometry.",
    "If ROI geometry or pixel counts differ strongly, the heat table is not a homogeneous comparison and should not be final.",
    "If g is low while condition/smin are poor, inspect g-factor formula or normalization."
  ],
  "ranking_current_accepted_only": [
    {
      "aggregate_metric": "mean_g_p95",
      "clip_risk_conditions": "2",
      "coil": "Mammaria_18Ch",
      "conditions": "4",
      "high_risk_conditions": "2",
      "mean_g_p95": "5.966164039571545",
      "mean_g_p95_r3_only": "8.421334642033475",
      "median_g_p95": "4.528221257368184",
      "rank_by_mean_g_p95": "1",
      "worst_g_max": "19.013471701355833",
      "worst_g_p95": "13.581063010920813"
    },
    {
      "aggregate_metric": "mean_g_p95",
      "clip_risk_conditions": "1",
      "coil": "BI_7",
      "conditions": "4",
      "high_risk_conditions": "3",
      "mean_g_p95": "6.5874477024734945",
      "mean_g_p95_r3_only": "11.224658111327967",
      "median_g_p95": "3.3613153904641764",
      "rank_by_mean_g_p95": "2",
      "worst_g_max": "22.40770932092472",
      "worst_g_p95": "18.292166820148054"
    },
    {
      "aggregate_metric": "mean_g_p95",
      "clip_risk_conditions": "2",
      "coil": "Mammaria_12Ch",
      "conditions": "4",
      "high_risk_conditions": "2",
      "mean_g_p95": "7.556774627698841",
      "mean_g_p95_r3_only": "11.44339707170444",
      "median_g_p95": "4.669432017817355",
      "rank_by_mean_g_p95": "3",
      "worst_g_max": "28.22153102808892",
      "worst_g_p95": "19.580636855997728"
    },
    {
      "aggregate_metric": "mean_g_p95",
      "clip_risk_conditions": "2",
      "coil": "Mammaria_8Ch",
      "conditions": "4",
      "high_risk_conditions": "2",
      "mean_g_p95": "12.483730974935753",
      "mean_g_p95_r3_only": "20.9944359471272",
      "median_g_p95": "5.512582628432445",
      "rank_by_mean_g_p95": "4",
      "worst_g_max": "61.38832053937837",
      "worst_g_p95": "37.58584736826873"
    }
  ]
}