{
  "schema_version": "medmlx.run.v1",
  "model": "flexray",
  "configuration": "FleXray flux0375 single member, label 'lungs', threshold 0.5, no TTA",
  "date": "2026-10-08",
  "package": {
    "name": "flexray-mlx",
    "path": "<repositories>/flexray-mlx",
    "git_revision": "d768bb15d04ee677ecec0c469fd3170256b345df",
    "branch": "main",
    "dirty": false,
    "remote": "https://github.com/MedMLX/flexray-mlx"
  },
  "environment": {
    "machine": "MacBook Pro (2021), Apple M1 Max, 10-core CPU, 24-core GPU, 64 GB",
    "macos": "27.0",
    "python": "3.12.12",
    "mlx_version": "0.32.3",
    "device": "gpu"
  },
  "command": {
    "entry_point": "flexray_mlx.medmlx:run",
    "kwargs": {
      "image_path": "<home>/Documents/Codex/2026-10-08/https-drive-google-com-drive-folders/outputs/medmlx/datasets/qualification-2026-10-08/montgomery_cxr/CXR_png/MCUCXR_0001_0.png",
      "weights_path": "<repositories>/radnn/checkpoints/flexray",
      "output_dir": "<paper-repo>/work/runs/flexray/out",
      "label_name": "lungs",
      "overwrite": true
    },
    "invocation": "cd <repositories>/flexray-mlx && .venv/bin/python <paper-repo>/work/runs/_harness/run_one.py flexray_mlx.medmlx <kwargs.json> <run_result.json>",
    "process": "fresh Python process per model"
  },
  "checkpoint": {
    "path": "<repositories>/radnn/checkpoints/flexray",
    "member_safetensors_sha256": "716ce3a8fb2a6abe22b2f2188fd596ddc4642b273fb0d336d629448154fc6d24",
    "registry_sha256_match": true,
    "conversion": "released safetensors snapshot loaded directly"
  },
  "inputs": [
    {
      "role": "image",
      "path": "<home>/Documents/Codex/2026-10-08/https-drive-google-com-drive-folders/outputs/medmlx/datasets/qualification-2026-10-08/montgomery_cxr/CXR_png/MCUCXR_0001_0.png",
      "sha256": "754d3ef3986e8682624f2e1c2cd14aacd3a503869f965a38235b6b07465e12da",
      "dataset": "NLM Montgomery County CXR",
      "case_id": "MCUCXR_0001_0",
      "derivation": "original PNG",
      "figure_use": "restricted (NLM terms limit sharing outside the research group)"
    }
  ],
  "outputs": {
    "mask": {
      "path": "<paper-repo>/work/runs/flexray/out/source_image_label.png",
      "sha256": "b15043cce30dd30b470f153c7722f903405965aa04010258e8b039a258bd57a9"
    },
    "display_source": {
      "path": "<paper-repo>/work/runs/flexray/out/source_image.png",
      "sha256": "df159b66ce277c081f77d55bf52274dad1d64a9976a47d20bb15fe612899b83f"
    },
    "probabilities": {
      "path": "<paper-repo>/work/runs/flexray/out/probabilities.npy",
      "sha256": "7e2c354963f329e6bf3001586d732b8ff6dd1e02f12c0f32bbe898b7cdd39f75"
    },
    "prediction": {
      "path": "<paper-repo>/work/runs/flexray/out/prediction.json",
      "sha256": "05fc9b5a3aa5a310bd722193c3af34838502fa652414c77be30be49fec1984e8"
    }
  },
  "checks": [
    {
      "name": "mask_reopens_on_source_grid",
      "result": "pass",
      "detail": {
        "mask": [
          4020,
          4892
        ],
        "source": [
          4020,
          4892
        ]
      }
    },
    {
      "name": "mask_binary",
      "result": "pass",
      "detail": [
        0,
        1
      ]
    },
    {
      "name": "probabilities_shape_finite_unit_interval",
      "result": "pass",
      "detail": {
        "shape": [
          61,
          256,
          256
        ],
        "range": [
          0.0,
          1.0
        ]
      }
    },
    {
      "name": "prediction_json_reopens",
      "result": "pass",
      "detail": null
    },
    {
      "name": "lungs_overlap_manual_lung_masks",
      "result": "pass",
      "detail": {
        "lung Dice vs Montgomery manual left+right masks (informational)": 0.8435
      }
    }
  ],
  "duration_s": 1.455,
  "timing_boundary": "wall clock around the single run() call: weight loading, preprocessing, MLX inference and export; interpreter start-up and package import excluded; one run, no warmup",
  "mlx_peak_gb": 1.86,
  "memory_definition": "mx.get_peak_memory() after mx.reset_peak_memory() immediately before run(); decimal GB",
  "panel": "paper/figures/runs/flexray.png",
  "status": "success",
  "failure_cause": null,
  "notes": "Panel shows a Montgomery radiograph; NLM terms restrict redistribution, so the panel is for internal review only until figure use is cleared.",
  "key_check": "61 sigmoid channels on 256x256; lung Dice 0.844 vs manual masks",
  "figure_use": "restricted",
  "figure_use_review": {
    "date": "2026-10-09",
    "source_url": "https://data.lhncbc.nlm.nih.gov/public/Tuberculosis-Chest-X-ray-Datasets/Montgomery-County-CXR-Set/MontgomerySet/NLM-MontgomeryCXRSet-ReadMe.pdf",
    "terms": "Do not share the dataset outside the research group/organization; attribute NLM in publications.",
    "panel_status": "Internal review only; existing restriction retained."
  }
}