{"id":"W1984325076","doi":"10.1097/aog.0000000000000630","title":"Costs and Benefits of Opportunistic Salpingectomy as an Ovarian Cancer Prevention Strategy","year":2015,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Salpingectomy; Medicine; Hysterectomy; Tubal ligation; Gynecology; Obstetrics; Ovarian cancer; Confidence interval; Population; Surgery; Family planning; Cancer; Internal medicine; Pregnancy; Environmental health","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":[0.002776064,0.0007629658,0.0007562285,0.0008651232,0.0003029442,0.001265876,0.0007796123,0.0009036203,0.003624734],"category_scores_gemma":[0.008639929,0.0004025094,0.002141059,0.0007274002,0.0004486679,0.0008534709,0.0005719316,0.0008127728,0.0001241066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006614077,"about_ca_system_score_gemma":0.008785099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05320149,"about_ca_topic_score_gemma":0.04848757,"domain_scores_codex":[0.998514,0.0008748579,0.00004944331,0.0001138569,0.0002014859,0.0002463599],"domain_scores_gemma":[0.9971344,0.001878364,0.0004978483,0.00006941165,0.0001866413,0.0002333354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005360813,0.0009845189,0.07885501,0.001257376,0.003204729,0.0004562977,0.0001148432,0.8054119,0.001034721,0.01422516,0.001954197,0.08714045],"study_design_scores_gemma":[0.003379372,0.007229213,0.1176859,0.001477873,0.006988784,0.001133391,0.0006637892,0.8322985,0.002000659,0.01636902,0.01062527,0.0001483056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501799,0.006196387,0.01826086,0.002781271,0.00009096992,0.001930958,0.003319914,0.000084277,0.01715542],"genre_scores_gemma":[0.995027,0.001168309,0.002490627,0.0001566613,0.00001222296,0.0001585008,0.0003614149,0.000003873363,0.0006214477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05320149,"threshold_uncertainty_score":0.1057836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06910611674192428,"score_gpt":0.3306991226468808,"score_spread":0.2615930059049565,"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."}}