{"id":"W4393848432","doi":"10.5281/zenodo.8225132","title":"DICOM converted whole slide hematoxylin and eosin images of rhabdomyosarcoma from Children's Oncology Group trials","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Dynamics (Canada)","funders":"","keywords":"H&E stain; Rhabdomyosarcoma; DICOM; Medicine; Oncology; Pediatric oncology; Internal medicine; Medical physics; Pathology; Radiology; Immunohistochemistry; Cancer; Sarcoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314867,0.00102373,0.0008187809,0.003003308,0.0004805061,0.001876803,0.001756933,0.001328347,0.07027484],"category_scores_gemma":[0.00582188,0.0004427037,0.001013311,0.002495082,0.0003505607,0.0008021123,0.001656172,0.00126822,0.04709349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078142,"about_ca_system_score_gemma":0.001571598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006688687,"about_ca_topic_score_gemma":0.02004485,"domain_scores_codex":[0.998942,0.0001541406,0.0001462954,0.0002366906,0.0003587279,0.0001621925],"domain_scores_gemma":[0.9979893,0.0004031646,0.0002622164,0.0005259558,0.0006621292,0.0001571801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004532899,0.00006529631,0.003067678,0.001436122,0.00007341931,0.0001516246,0.00006483119,0.0004867411,0.001796759,0.000656862,0.9686556,0.02309189],"study_design_scores_gemma":[0.0002787429,0.00009365254,0.01910797,0.0008051852,0.00008024381,0.0009642954,0.0001649171,0.001190384,0.00407828,0.001644596,0.9715228,0.00006877285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002152787,0.0004802161,0.0008563019,0.000317774,0.0001809157,0.0002100276,0.9901636,0.001598467,0.004039865],"genre_scores_gemma":[0.005774524,0.0003746219,0.003556709,0.0002321475,0.00006251134,0.0005237865,0.9864681,0.0004260478,0.002581582],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07027484,"threshold_uncertainty_score":0.2350927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0550495119502043,"score_gpt":0.3123926421355817,"score_spread":0.2573431301853774,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}