{"id":"W4392383296","doi":"10.1158/1538-7445.ovarian23-ia016","title":"Abstract IA016: Opportunistic salpingectomy for ovarian cancer prevention","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ovarian cancer; Medicine; Salpingectomy; Cancer; Gynecology; Oncology; Internal medicine; Biology; Pregnancy; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007374082,0.0002963532,0.0003730831,0.0008348246,0.0004237341,0.0006937053,0.000533832,0.0005769958,0.02415847],"category_scores_gemma":[0.002888795,0.0001170695,0.0008201032,0.0007337519,0.0002292119,0.0002340309,0.0007035161,0.001154898,0.003559898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108371,"about_ca_system_score_gemma":0.003540331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457285,"about_ca_topic_score_gemma":0.0173115,"domain_scores_codex":[0.9996204,0.0001072143,0.00003701344,0.00004151821,0.0001222591,0.00007148326],"domain_scores_gemma":[0.9984156,0.00019083,0.0002648068,0.00006808452,0.0003457914,0.000714872],"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":[0.003576745,0.001056589,0.05173941,0.003386436,0.000277915,0.000526576,0.00007692336,0.0002502885,0.001210069,0.001172176,0.2020514,0.7346754],"study_design_scores_gemma":[0.005589272,0.00653526,0.4145437,0.009156437,0.001067278,0.003541879,0.000408112,0.0008915219,0.002005844,0.002737351,0.5534412,0.00008220415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2782003,0.2156967,0.005163854,0.1013706,0.01372523,0.003330688,0.03805654,0.002000614,0.3424555],"genre_scores_gemma":[0.7428309,0.1077417,0.008216944,0.03076534,0.009903145,0.001234873,0.02577792,0.0001649847,0.07336404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02415847,"threshold_uncertainty_score":0.08081818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2240834804281958,"score_gpt":0.5060121483599012,"score_spread":0.2819286679317054,"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."}}