{"id":"W4385752321","doi":"10.1001/jamanetworkopen.2023.27198","title":"Salpingectomy and the Risk of Ovarian Cancer in Ontario","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Women's College Hospital; Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Medicine; Salpingectomy; Tubal ligation; Fallopian tube; Ovarian cancer; Gynecology; Hysterectomy; Hazard ratio; Obstetrics; Population; Proportional hazards model; Surgery; Family planning; Cancer; Pregnancy; Ectopic pregnancy; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001943964,0.0001534773,0.000221523,0.0006315585,0.001114211,0.0005416122,0.0005614022,0.0002915851,0.002801954],"category_scores_gemma":[0.001144703,0.0003024522,0.0004592269,0.001681534,0.000367448,0.0001778699,0.0005083963,0.0002780832,0.0001965328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009228011,"about_ca_system_score_gemma":0.01094056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9529769,"about_ca_topic_score_gemma":0.9637419,"domain_scores_codex":[0.9996995,0.00001853029,0.00001980251,0.00005666629,0.000110202,0.00009536924],"domain_scores_gemma":[0.9992056,0.0000446724,0.0003664155,0.00004168583,0.0001891474,0.0001524103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008433899,0.00001446821,0.996884,0.00003793739,0.00003337121,0.0001286611,0.0002868104,0.00004795963,0.000197557,0.00004403064,0.0005274612,0.001713433],"study_design_scores_gemma":[0.00001220659,0.00001372436,0.9990433,0.00001511039,0.00001148635,0.00006552134,0.0001330701,0.00008416124,0.00001787752,0.00001363454,0.0005877818,0.00000219885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928343,0.0007255384,0.00005730678,0.0003270826,0.00001083529,0.00004403876,0.00386679,0.000007805887,0.00212628],"genre_scores_gemma":[0.9973201,0.0005404176,0.00005591924,0.00004898003,0.000008626283,0.00001859932,0.001030874,0.000002072107,0.0009743662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04702306,"threshold_uncertainty_score":0.0945999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477259277430605,"score_gpt":0.2936103529349412,"score_spread":0.2688377601606352,"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."}}