{"id":"W1896865931","doi":"10.1186/s40661-015-0014-1","title":"Opportunistic salpingectomy for ovarian cancer prevention","year":2015,"lang":"en","type":"review","venue":"Gynecologic Oncology Research and Practice","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Salpingectomy; Medicine; Hysterectomy; Tubal ligation; Ovarian cancer; Oophorectomy; Sterilization (economics); Fallopian tube; Perioperative; Gynecology; Obstetrics; Population; Gynecologic oncology; Surgery; Pregnancy; Family planning; 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":[0.0002698049,0.000158154,0.000218514,0.0004544532,0.0002368506,0.0002233606,0.0001619127,0.0001486148,0.009572307],"category_scores_gemma":[0.0008210247,0.00007032472,0.0005176564,0.0003294965,0.0001414232,0.0001201546,0.0003747962,0.0003289836,0.0007384638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004143208,"about_ca_system_score_gemma":0.001242404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004832716,"about_ca_topic_score_gemma":0.01019443,"domain_scores_codex":[0.9998871,0.00003037606,0.000006327953,0.0000172436,0.00002870461,0.00003020392],"domain_scores_gemma":[0.9996678,0.00006859733,0.0001080129,0.00002328715,0.00003549228,0.00009692003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001089099,0.0007177495,0.1607807,0.002187668,0.0003492657,0.001188681,0.0001697241,0.0002746756,0.003424535,0.002346379,0.0269937,0.8004778],"study_design_scores_gemma":[0.001182776,0.00442129,0.7172419,0.003409892,0.0008284603,0.009053336,0.0004213466,0.001060434,0.002987902,0.003517728,0.2558374,0.00003751745],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5535156,0.2728479,0.005558334,0.01451645,0.001705368,0.001154494,0.004596794,0.0005298459,0.1455753],"genre_scores_gemma":[0.9001948,0.07716925,0.002392862,0.002724372,0.001111889,0.0001573141,0.001793699,0.00001978084,0.01443605],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009572307,"threshold_uncertainty_score":0.03202254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6057722516616034,"score_gpt":0.6270119524882953,"score_spread":0.02123970082669191,"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."}}