{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006808039,0.0001298561,0.000186155,0.000128985,0.0001505133,0.000005321418,0.0000421235,0.0001275888,0.0001681292],"category_scores_gemma":[0.00009480025,0.00009398078,0.00005495751,0.00008860569,0.0001947959,0.0001117556,0.00004241134,0.0001287907,0.00008499469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005497455,"about_ca_system_score_gemma":0.00005894086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002032223,"about_ca_topic_score_gemma":0.000005597209,"domain_scores_codex":[0.9991443,0.00008220093,0.0001795135,0.0003026547,0.00008156447,0.0002097539],"domain_scores_gemma":[0.9994122,0.0001208006,0.00005355336,0.0002420439,0.00006691989,0.0001044717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008792528,0.008849141,0.9395766,0.00004812108,0.0005932401,0.0003965928,0.001286813,0.00001079802,0.02861204,0.003139449,0.003221799,0.0133862],"study_design_scores_gemma":[0.004301534,0.008415081,0.9748456,0.00003940945,0.0002638758,0.004110878,0.00006100722,0.0003458014,0.0001247477,0.001181457,0.006164667,0.0001459327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789628,0.0005774858,0.001115786,0.01387302,0.0001257398,0.0004086526,0.00002696593,0.0001231677,0.004786408],"genre_scores_gemma":[0.9979106,0.0001919945,0.0002463876,0.0006261015,0.000047999,0.00008258296,0.00005438341,0.00001677434,0.0008231681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03526905,"threshold_uncertainty_score":0.3832425,"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."}}