{"id":"W2334235632","doi":"10.1097/spv.0b013e3182a26174","title":"Clinical Characteristics Associated With Unsuccessful Pessary Fitting Outcomes","year":2013,"lang":"en","type":"article","venue":"Female Pelvic Medicine & Reconstructive Surgery","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pessary; Medicine; Logistic regression; Urogynecology; Odds ratio; Stepwise regression; Pelvic floor; Retrospective cohort study; Obstetrics; Quality of life (healthcare); Urinary incontinence; Odds; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001190569,0.0006760237,0.002546776,0.0004966508,0.0002032663,0.00003521202,0.000196432,0.000348921,0.004297256],"category_scores_gemma":[0.006146978,0.0004656874,0.0004007093,0.0006799454,0.001256246,0.0003794765,0.00008465175,0.0008091617,0.0003766282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317739,"about_ca_system_score_gemma":0.0005342368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002992998,"about_ca_topic_score_gemma":0.00003385838,"domain_scores_codex":[0.9951224,0.0004027387,0.001751777,0.0009611149,0.0008581382,0.0009038359],"domain_scores_gemma":[0.9920844,0.004619218,0.001040711,0.0007937861,0.0007839384,0.0006779738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001439425,0.0003907256,0.9181851,0.00008850854,0.001060547,0.0002645108,0.0002530156,1.352529e-7,0.00001924307,0.00001203465,0.002712304,0.07686996],"study_design_scores_gemma":[0.004153235,0.000448498,0.9905186,0.001661658,0.0006131518,0.0002730391,0.001379894,0.0001014267,0.00001993349,0.0001191631,0.0002569372,0.0004544625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849529,0.000412326,0.00007353337,0.001946304,0.001538382,0.001095981,0.00003851008,0.0002804455,0.009661654],"genre_scores_gemma":[0.9941128,0.0001629602,0.0007403221,0.001631907,0.0005308482,0.0001565617,0.0004177919,0.0001076255,0.002139188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0764155,"threshold_uncertainty_score":0.9997795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03953128286619676,"score_gpt":0.3070837945687148,"score_spread":0.267552511702518,"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."}}