{"id":"W2536599967","doi":"10.1016/j.urology.2016.10.019","title":"Postoperative Urinary Retention and Urinary Tract Infections Predict Midurethral Sling Mesh Complications","year":2016,"lang":"en","type":"article","venue":"Urology","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"Ontario Ministry of Health and Long-Term Care; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Urinary retention; Sling (weapon); Surgery; Urinary system; Hazard ratio; Confidence interval; Retrospective cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000353477,0.0002686403,0.0003103438,0.0005808818,0.0004409405,0.0008313234,0.0002391557,0.0006647795,0.005566424],"category_scores_gemma":[0.004786248,0.000202596,0.0008002925,0.0006350538,0.0003080416,0.0005691517,0.0005079982,0.0008583672,0.0003216033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001853367,"about_ca_system_score_gemma":0.0005972073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013347,"about_ca_topic_score_gemma":0.002949369,"domain_scores_codex":[0.9995912,0.00009727938,0.0000619038,0.00004378077,0.000080322,0.0001256256],"domain_scores_gemma":[0.997412,0.0008184242,0.001081022,0.00007228511,0.0001428266,0.0004733836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007662536,0.00007099939,0.9967648,0.0000169477,0.00003428281,0.00005341497,0.00002814162,0.0000256301,0.00008780475,0.0000136189,0.00009333975,0.002734316],"study_design_scores_gemma":[0.000005466012,0.0001403718,0.998386,0.00002816238,0.00006832225,0.0004023357,0.0003146653,0.0002343569,0.00007558538,0.00005828867,0.0002807344,0.000005661113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996822,0.0009194572,0.0001202355,0.0002293236,0.00005740902,0.000008557431,0.0001535569,0.00000422375,0.001685196],"genre_scores_gemma":[0.9991036,0.0002228975,0.0001101412,0.00005663127,0.00003949652,0.000003680405,0.0001096672,0.000001734274,0.0003520643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005566424,"threshold_uncertainty_score":0.0186215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029948058302736,"score_gpt":0.2802754913308292,"score_spread":0.2599760107478018,"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."}}