{"id":"W2190395287","doi":"10.3747/co.20.1471","title":"Salpingectomy to Prevent Ovarian Cancer","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Ovarian cancer; Salpingectomy; Alternative medicine; Family medicine; Cancer; Gynecology; Pathology; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002318846,0.0001438475,0.0001773268,0.0003325041,0.0002589187,0.0001971051,0.0001463346,0.0002511044,0.008703182],"category_scores_gemma":[0.001171225,0.00006338743,0.0004244745,0.000213669,0.0002799552,0.0002151541,0.0002158854,0.0008349228,0.001345557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000463213,"about_ca_system_score_gemma":0.0007614404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003022156,"about_ca_topic_score_gemma":0.008216238,"domain_scores_codex":[0.9999028,0.00001944476,0.000006256762,0.000009947053,0.00003727217,0.0000243044],"domain_scores_gemma":[0.9997962,0.00005911812,0.00003924094,0.00001845624,0.00003175199,0.0000552635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001263461,0.0002789019,0.01175735,0.001335262,0.0003228571,0.001990495,0.0001000313,0.0003616963,0.004626687,0.007786343,0.1520431,0.8181338],"study_design_scores_gemma":[0.001068951,0.002324831,0.07978483,0.001555406,0.0003897424,0.02400951,0.0002809233,0.0005012308,0.005939644,0.01284853,0.8712447,0.00005175879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07710992,0.6214093,0.004647722,0.1048497,0.01561545,0.0002306469,0.001413699,0.0007506102,0.1739729],"genre_scores_gemma":[0.5664122,0.3281271,0.003329411,0.04981154,0.009895086,0.00007290104,0.001745409,0.00005370589,0.04055268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008703182,"threshold_uncertainty_score":0.02911502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018810866732476,"score_gpt":0.4307352231037321,"score_spread":0.3288541364304844,"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."}}