{"id":"W4402739985","doi":"10.1245/s10434-024-16258-w","title":"Adult Prostate Sarcoma: Demographics, Treatment Patterns, and Survival","year":2024,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Surgical oncology; Medicine; Demographics; Prostate; Oncology; Prostate cancer; Sarcoma; Internal medicine; General surgery; Demography; Pathology; Cancer","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":[0.0002805078,0.0001175574,0.0004140427,0.000124508,0.00004944382,0.000005043625,0.00002682618,0.0001437286,0.000120887],"category_scores_gemma":[0.00002199187,0.00007564349,0.0001176556,0.0001550509,0.00029399,0.00003570059,0.00002592148,0.0001716078,0.00001598158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002036907,"about_ca_system_score_gemma":0.0001645812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001306833,"about_ca_topic_score_gemma":0.00003346635,"domain_scores_codex":[0.9988948,0.0001209716,0.0002930936,0.0003281253,0.0001145844,0.0002484969],"domain_scores_gemma":[0.9991481,0.0003107535,0.00004729947,0.0001424361,0.0001746667,0.0001767417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00222622,0.003376679,0.3763078,0.001082369,0.001173336,0.007371247,0.001038954,0.000002008582,0.0002348465,0.05550152,0.0138196,0.5378654],"study_design_scores_gemma":[0.001359752,0.006740904,0.1092171,0.00008081696,0.0001190044,0.0006235826,0.0001326642,0.00003884616,0.0002297228,0.001718628,0.8796355,0.0001034905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8400595,0.00609933,0.00001649042,0.1447623,0.0003856252,0.0003933806,0.00007682599,0.00007694501,0.00812964],"genre_scores_gemma":[0.9485798,0.04960743,0.00007801194,0.000698156,0.000238485,0.00003751221,0.0000456378,0.0000107243,0.0007042333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8658158,"threshold_uncertainty_score":0.3084652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0700911806492826,"score_gpt":0.39714358719816,"score_spread":0.3270524065488774,"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."}}