{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009958689,0.00008698472,0.0002385987,0.0001645889,0.0000303798,0.000001972879,0.00004181619,0.00008478498,0.0004888292],"category_scores_gemma":[0.00001674042,0.00007562949,0.00005170518,0.0001640813,0.00004148427,0.00002449559,0.00002041417,0.00009818595,0.00002138763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183647,"about_ca_system_score_gemma":0.0002016536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011868,"about_ca_topic_score_gemma":0.0001714267,"domain_scores_codex":[0.9993045,0.00004118431,0.0002462726,0.0001802198,0.00006835557,0.0001594891],"domain_scores_gemma":[0.999711,0.00008421107,0.00002827789,0.00009384783,0.00004464459,0.00003797449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004388801,0.0006251958,0.8692889,0.00005618166,0.0001554936,0.0002023969,0.0001709896,0.00002419912,0.005236478,0.03087019,0.0003220136,0.09260914],"study_design_scores_gemma":[0.004285645,0.0003765421,0.7776581,0.00002986575,0.0000418715,0.00002815007,0.00001069487,0.0003441565,0.0005499224,0.002112102,0.2144991,0.00006385693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319952,0.0003961817,0.001608187,0.0153718,0.000405792,0.0003477771,0.00002947259,0.0000386671,0.04980689],"genre_scores_gemma":[0.9951385,0.00002706473,0.003119353,0.0006726314,0.00006310956,0.0000320386,0.0001139157,0.000004963744,0.0008284286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2141771,"threshold_uncertainty_score":0.5352336,"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."}}