{"id":"W2765609523","doi":"10.1097/grf.0000000000000313","title":"Taking the Tube: From Normal Fallopian Tube Epithelium to Ovarian High-grade Serous Carcinoma","year":2017,"lang":"en","type":"review","venue":"Clinical Obstetrics & Gynecology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Fallopian tube; Medicine; Serous fluid; Serous carcinoma; Ovarian cancer; Menstruation; Gynecology; Pathology; Cancer; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002777282,0.000488571,0.0007698345,0.002589706,0.0003029853,0.000909594,0.0005369894,0.0007318608,0.002275867],"category_scores_gemma":[0.0006961498,0.0001768067,0.000416757,0.001878312,0.0005459459,0.001289111,0.0005990969,0.001070381,0.0008843321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004101758,"about_ca_system_score_gemma":0.001074092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001494249,"about_ca_topic_score_gemma":0.002554617,"domain_scores_codex":[0.999869,0.00002112744,0.00003307062,0.00002419327,0.00004077026,0.00001193464],"domain_scores_gemma":[0.9997957,0.00009921087,0.00003591165,0.000005580257,0.00004811834,0.00001544107],"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":[0.00005430953,0.00004005909,0.0004998939,0.02498537,0.00007696771,0.0006690615,0.0001732254,0.0001711707,0.001001337,0.002432948,0.02458022,0.9453154],"study_design_scores_gemma":[0.00001696513,0.0001004921,0.002762279,0.01327115,0.000228335,0.008688685,0.0003273518,0.00007164478,0.0004955601,0.002756044,0.9712583,0.0000231631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002087157,0.9982881,0.00006968527,0.0004011384,0.0001905243,0.000004324904,0.0000179838,0.000004754437,0.0008148231],"genre_scores_gemma":[0.0008645733,0.9983656,0.0001002943,0.0002402116,0.0001294384,0.00000327916,0.0000268032,8.176709e-7,0.0002689952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002589706,"threshold_uncertainty_score":0.00761348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881681947337023,"score_gpt":0.4303865816758063,"score_spread":0.242218386942104,"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."}}