{"id":"W2140579657","doi":"10.1016/j.juro.2013.10.076","title":"Changes in Pelvic Organ Prolapse Surgery in the Last Decade among United States Urologists","year":2013,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; General surgery; Surgery; Gynecology","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":[0.0006335057,0.0001392942,0.0001492754,0.001424243,0.0003887771,0.0005859941,0.0003148321,0.0006289605,0.002045779],"category_scores_gemma":[0.002882341,0.0001727894,0.0003312294,0.001999446,0.0002184673,0.0006328187,0.0004909619,0.000683222,0.0003482074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006697643,"about_ca_system_score_gemma":0.0008543195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02857359,"about_ca_topic_score_gemma":0.04289562,"domain_scores_codex":[0.9994013,0.00009022415,0.0001014417,0.0001117162,0.0001732158,0.0001221732],"domain_scores_gemma":[0.9961027,0.0003030171,0.002450779,0.00007378596,0.0005404285,0.0005292786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001699606,0.00002447192,0.9957848,0.00003014703,0.0000206248,0.00003758365,0.0001210341,0.00002771683,0.00008857689,0.00001400444,0.0006291773,0.003204868],"study_design_scores_gemma":[9.603833e-7,0.00001639225,0.998942,0.00002310642,0.000005759834,0.0001158304,0.000261519,0.00004193836,0.00002775927,0.000003366583,0.000559728,0.000001700118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894484,0.003856095,0.0001264309,0.00146712,0.0001005283,0.00001722341,0.002854044,0.00002892554,0.002101193],"genre_scores_gemma":[0.9960513,0.001491483,0.0001576444,0.0003448189,0.00007412831,0.00001508213,0.001450313,0.00000431821,0.0004110584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02857359,"threshold_uncertainty_score":0.05681455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743033269300943,"score_gpt":0.2550017213393398,"score_spread":0.2375713886463304,"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."}}