{"id":"W4413454085","doi":"10.1016/j.tranon.2025.102506","title":"Elucidating divergent biology in uterine carcinosarcoma","year":2025,"lang":"en","type":"article","venue":"Translational Oncology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; Sinai Health System; Princess Margaret Cancer Centre; University Health Network","funders":"Janet D. Cottrelle Foundation; Canadian Cancer Society; Princess Margaret Cancer Foundation","keywords":"Carcinosarcoma; Biology; Physiology; Pathology; Medicine; Computational biology; Carcinoma","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002552845,0.0001666483,0.0001396736,0.0006463853,0.0001301643,0.0002721502,0.0001489198,0.0002080917,0.0007429601],"category_scores_gemma":[0.0004029077,0.0001196029,0.0001493748,0.0002883864,0.0003195937,0.0002297889,0.0003510821,0.0001393816,0.0001657594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697068,"about_ca_system_score_gemma":0.000162027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004504152,"about_ca_topic_score_gemma":0.0008829802,"domain_scores_codex":[0.9999161,0.00001588687,0.000009109231,0.00002447494,0.00001979753,0.00001474201],"domain_scores_gemma":[0.9998882,0.00003680418,0.00003147673,0.00001334111,0.00001735432,0.00001273394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003409599,0.00002196527,0.1820651,0.0002836466,0.00004145683,0.002158158,0.0006112853,0.0006945023,0.7871733,0.0005849677,0.0001109102,0.02591377],"study_design_scores_gemma":[0.00002148768,0.0003563421,0.743302,0.00008413979,0.0001289621,0.01791526,0.001289127,0.008043362,0.2208664,0.001521065,0.006452963,0.00001881007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949757,0.001292127,0.002808753,0.00006738854,0.000003282838,0.00001355218,0.0001257774,0.0000261,0.0006873212],"genre_scores_gemma":[0.9965953,0.0005142741,0.002402788,0.00003114199,0.000004977946,0.00001351101,0.0001988767,0.00000536111,0.0002337116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007429601,"threshold_uncertainty_score":0.002485514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02985996100849665,"score_gpt":0.3830592272369584,"score_spread":0.3531992662284618,"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."}}