{"id":"W4389084470","doi":"10.3390/curroncol30120739","title":"Beyond Sterilization: A Comprehensive Review on the Safety and Efficacy of Opportunistic Salpingectomy as a Preventative Strategy for Ovarian Cancer","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Mitacs","keywords":"Medicine; Salpingectomy; Ovarian cancer; Serous carcinoma; Fallopian tube; Tubal ligation; Gynecology; Hysterectomy; Population; Serous fluid; Obstetrics; Pregnancy; Cancer; Surgery; Family planning; Internal medicine; Ectopic pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001147783,0.0006500711,0.00202724,0.003240294,0.00026722,0.001008245,0.0009965593,0.0008669677,0.003685002],"category_scores_gemma":[0.003381648,0.0002988874,0.00161036,0.003291459,0.0003737675,0.001090191,0.0005179861,0.001052848,0.000565609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006717273,"about_ca_system_score_gemma":0.002127839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002432789,"about_ca_topic_score_gemma":0.005092531,"domain_scores_codex":[0.9995072,0.0001187028,0.0001532742,0.00006702851,0.0001289354,0.00002486826],"domain_scores_gemma":[0.998031,0.001412386,0.0002506187,0.00002608609,0.0002358927,0.00004404902],"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":[0.0001453535,0.00005526964,0.0003368329,0.2335399,0.0006968864,0.0001454629,0.0001404543,0.0002357984,0.000449559,0.001373499,0.01947047,0.7434105],"study_design_scores_gemma":[0.00007843824,0.0003616282,0.003617888,0.1858703,0.004143932,0.001731957,0.0002250733,0.0001338064,0.0003550259,0.001445069,0.8019819,0.000054892],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005941196,0.9995893,0.00001757928,0.0000941651,0.00004900891,0.000003989748,0.00001912941,0.000001523518,0.0001659617],"genre_scores_gemma":[0.000357328,0.9993979,0.00004834541,0.00009287761,0.00003734565,0.000003937085,0.00001922461,5.559335e-7,0.000042566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003685002,"threshold_uncertainty_score":0.01232755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4300243673201253,"score_gpt":0.5360804592950618,"score_spread":0.1060560919749364,"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."}}