{"id":"W3115682806","doi":"10.1002/nau.24591","title":"Urinary retention after AdVance™ Sling: A multi‐institutional retrospective study","year":2020,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Urinary retention; Sling (weapon); Urology; Contractility; Odds ratio; Retrospective cohort study; Bladder outlet obstruction; Urinary incontinence; Surgery; Internal medicine; Prostate","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":[0.0007541465,0.0002724693,0.000485818,0.001117105,0.0005122701,0.0005648594,0.0003173992,0.0003788961,0.00115145],"category_scores_gemma":[0.001829264,0.0004462165,0.0004734951,0.001390794,0.0004301307,0.0006618072,0.0004675715,0.0003106958,0.0002039413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633267,"about_ca_system_score_gemma":0.000385914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184533,"about_ca_topic_score_gemma":0.001889362,"domain_scores_codex":[0.9992743,0.0001654736,0.0001428887,0.0001637959,0.0001414255,0.0001121134],"domain_scores_gemma":[0.9974004,0.0005197048,0.001339767,0.0001959445,0.000172132,0.0003720515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004754384,0.00001862097,0.9988831,0.00001227679,0.00002479336,0.0003107784,0.00004648112,0.000009437785,0.0001220854,0.000005266994,0.00003577797,0.0004839686],"study_design_scores_gemma":[0.00001281805,0.0003261535,0.994661,0.00002288717,0.00004742354,0.003979404,0.0004293553,0.000171369,0.0001066291,0.00001288894,0.0002211935,0.000008992745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994012,0.0003036105,0.00006877363,0.00001576558,0.000003524315,0.000009994472,0.00009844399,0.000001985755,0.00009665884],"genre_scores_gemma":[0.9996716,0.0001187234,0.00003893888,0.00001680463,0.000008516864,0.000007184295,0.0001133135,7.85372e-7,0.00002415178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00184533,"threshold_uncertainty_score":0.003988385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909165696840493,"score_gpt":0.2686619260027311,"score_spread":0.2495702690343262,"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."}}