{"id":"W1600981931","doi":"10.1002/jso.23686","title":"Forearm soft tissue sarcoma: Tumors characteristics and oncologic outcomes following limb salvage surgery","year":2014,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Hôpital Maisonneuve-Rosemont; Mount Sinai Hospital; Montreal General Hospital","funders":"","keywords":"Medicine; Soft tissue sarcoma; Sarcoma; Soft tissue; Radiation therapy; Surgery; Forearm; Metastasis; Context (archaeology); Radiology; Cancer; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001171686,0.0002256922,0.001671794,0.000226145,0.00008403521,0.00002390188,0.000086368,0.0002222665,0.0001189118],"category_scores_gemma":[0.0005210108,0.0001454494,0.0004834496,0.0001180806,0.0001147526,0.00008767645,0.00006519064,0.0003918128,0.00002232375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002287161,"about_ca_system_score_gemma":0.0002030132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000109687,"about_ca_topic_score_gemma":0.00000452625,"domain_scores_codex":[0.9979507,0.0002257713,0.0009277232,0.0001984942,0.0003342781,0.0003630466],"domain_scores_gemma":[0.9945577,0.004209445,0.0005576798,0.0001573185,0.0001212764,0.0003966116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002649956,0.00127476,0.7716541,0.00002949146,0.0002516337,0.01336891,0.00004813249,3.926059e-7,0.00007213466,0.000173044,0.001225508,0.2116369],"study_design_scores_gemma":[0.003252754,0.002908376,0.7110068,0.0001080714,0.0003973878,0.004144124,0.00004894343,0.00001292146,0.0001105494,0.0002020436,0.2776737,0.0001343101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857638,0.001364322,0.00004112739,0.009178627,0.0006876167,0.0001611386,0.000003048924,0.00002179704,0.002778529],"genre_scores_gemma":[0.9966185,0.0008412351,0.0008968381,0.001006057,0.0004362905,0.000008640407,0.000006955122,0.00002350991,0.0001619644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2764482,"threshold_uncertainty_score":0.5931254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03048391740112688,"score_gpt":0.3257375912609011,"score_spread":0.2952536738597742,"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."}}