{"id":"W4361025226","doi":"10.1097/spv.0000000000001344","title":"Postoperative Urinary Retention","year":2023,"lang":"en","type":"article","venue":"Urogynecology","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Urinary retention; Medicine; Delphi method; Statement (logic); Urinary system; Delphi; Surgery; Internal medicine; Computer science","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":[0.003531826,0.0003874399,0.000594414,0.0009131847,0.0006116322,0.0006444335,0.0004868892,0.0006866562,0.01324375],"category_scores_gemma":[0.01204662,0.00009169978,0.0005007097,0.0006803102,0.0003036119,0.0006095166,0.0006406118,0.0008167856,0.002153544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000440416,"about_ca_system_score_gemma":0.00190403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006018009,"about_ca_topic_score_gemma":0.0008953222,"domain_scores_codex":[0.9969739,0.000904463,0.0006947216,0.00013093,0.001086062,0.0002099632],"domain_scores_gemma":[0.9919115,0.002209442,0.001469227,0.0002022627,0.003700229,0.0005074342],"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":[0.0007902685,0.0003274731,0.05012128,0.006458685,0.0002754788,0.002475901,0.0008802196,0.0003756553,0.00200491,0.00184524,0.1917158,0.7427291],"study_design_scores_gemma":[0.0008469508,0.004101328,0.2558662,0.02920262,0.001191231,0.06788605,0.009967973,0.002187942,0.008726209,0.00768273,0.6120498,0.0002909707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3341205,0.1453152,0.03617883,0.09563424,0.01745071,0.003645132,0.00935484,0.0009726081,0.3573279],"genre_scores_gemma":[0.8829914,0.03852278,0.01915827,0.01597371,0.003503584,0.001088984,0.0058623,0.00009779323,0.03280118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01324375,"threshold_uncertainty_score":0.04430479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503912630415999,"score_gpt":0.2939618015982358,"score_spread":0.2689226752940758,"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."}}