{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004531572,0.0001494696,0.0002346343,0.0000364525,0.00009443279,0.00000866834,0.00003211015,0.00006325342,0.00002491401],"category_scores_gemma":[0.00006448167,0.0001225745,0.00005564751,0.00009439574,0.00009675168,0.00007094893,0.00006217363,0.0002498231,0.0000112354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004446823,"about_ca_system_score_gemma":0.00003922722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003985946,"about_ca_topic_score_gemma":0.000008901476,"domain_scores_codex":[0.9991044,0.0000463839,0.000157627,0.0004218388,0.000105691,0.0001640119],"domain_scores_gemma":[0.9996204,0.00001761905,0.00004814086,0.0001273965,0.00005350092,0.0001328956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001498137,0.0009751355,0.9935718,0.00002838919,0.00009016252,0.001836939,0.0003909496,0.00004779044,0.0001267137,0.0003902396,0.00002143541,0.001022331],"study_design_scores_gemma":[0.002675388,0.005568981,0.9837937,0.000007824913,0.0001897196,0.0001784142,0.00005021003,0.006477126,0.000008888505,0.0001110499,0.0008468502,0.0000918821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939678,0.0005188267,0.0003669973,0.004129807,0.0001899651,0.000554529,0.00002693607,0.00005899076,0.0001861362],"genre_scores_gemma":[0.995681,0.0003364093,0.0003562318,0.003358183,0.00009710581,0.00008988148,0.00002565842,0.00001469481,0.00004082494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009778111,"threshold_uncertainty_score":0.4998444,"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."}}