{"id":"W3033703481","doi":"10.21037/tau-19-852","title":"Fixed or adjustable sling in the treatment of male stress urinary incontinence: results from a large cohort study","year":2020,"lang":"en","type":"article","venue":"Translational Andrology and Urology","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"European Association of Urology","keywords":"Medicine; Sling (weapon); Urinary incontinence; Complication; Cohort; Stress incontinence; Retrospective cohort study; Surgery; Cohort study; Urinary system; Urology; Internal medicine","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":[0.000134271,0.0001256239,0.0003766031,0.00004975867,0.00005315539,0.00000203947,0.00005934461,0.0001118906,0.000222034],"category_scores_gemma":[0.00003082778,0.0000780594,0.00003878084,0.000117158,0.00008826584,0.00003280031,0.000008045117,0.0001057851,0.000004589258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005449391,"about_ca_system_score_gemma":0.00005280458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002954397,"about_ca_topic_score_gemma":0.0005864805,"domain_scores_codex":[0.9988934,0.0001798817,0.0003303211,0.0003058805,0.0001125036,0.0001779486],"domain_scores_gemma":[0.9993416,0.0003993025,0.00006496462,0.0001239597,0.0000241626,0.00004598677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01327708,0.002318578,0.9759533,0.00001018036,0.0002354541,0.0003521072,0.007203995,0.00007100457,0.00006563374,0.00004284114,0.00002536987,0.0004444961],"study_design_scores_gemma":[0.01983347,0.006592405,0.9705571,0.000003460458,0.0002605658,0.00005206455,0.0004598499,0.001227816,0.00001476078,0.0001219399,0.0008171395,0.00005944751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890852,0.001196792,0.00003673692,0.008150243,0.00002759182,0.000723843,0.0002683577,0.00001126788,0.0004999929],"genre_scores_gemma":[0.9984046,0.0001925105,0.0001067297,0.0007862727,0.00004582458,0.0000580747,0.00031938,0.000005854001,0.00008071788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009319461,"threshold_uncertainty_score":0.318317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691889479387173,"score_gpt":0.2805492239668696,"score_spread":0.2536303291729979,"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."}}