{"id":"W1972807527","doi":"10.1097/pgp.0b013e3181f45f3e","title":"The Origin of Ovarian Carcinomas","year":2010,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre of Excellence for Women's Health; Child and Family Research Institute; University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Mesothelium; Epithelium; Biology; Fimbria; Oviduct; Transitional epithelium; Pathology; Ampulla; Neoplastic transformation; Malignant transformation; Anatomy; Cancer research; Carcinogenesis; Endocrinology; Cancer; Medicine; Genetics","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":[0.0004382411,0.00007415994,0.0002365448,0.00007164208,0.00003505939,0.00001174654,0.0002502096,0.0001030038,0.0005145462],"category_scores_gemma":[0.0007626057,0.0000385661,0.0001665035,0.0000471792,0.0001967141,0.00003373889,0.00004475072,0.0003489313,0.00001205046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005909646,"about_ca_system_score_gemma":0.0001524344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001003297,"about_ca_topic_score_gemma":0.00003441385,"domain_scores_codex":[0.9990438,0.00005124255,0.0004311604,0.00009194916,0.0002635596,0.0001183074],"domain_scores_gemma":[0.9983454,0.0005890853,0.0003348546,0.0001232789,0.0005278997,0.00007950774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001070398,0.001420611,0.8140274,0.000006156764,0.0006699585,0.006182048,0.0001550766,0.00001074508,0.02921899,0.07465372,0.003087262,0.06949764],"study_design_scores_gemma":[0.002041898,0.001166463,0.946323,0.00001208576,0.0000751562,0.00283562,0.00003396105,0.00001073574,0.002320934,0.004548309,0.04058848,0.00004340197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781306,0.0001791058,0.00009532414,0.0151096,0.002926507,0.00008238672,0.000006479514,0.000004372528,0.003465581],"genre_scores_gemma":[0.9968992,0.0001623381,0.001885636,0.0004897443,0.0004533677,0.000005128862,0.000001893769,0.000004804528,0.00009787747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1322956,"threshold_uncertainty_score":0.563392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217506944890591,"score_gpt":0.3191133405148342,"score_spread":0.2969382710659283,"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."}}