{"id":"W4386030296","doi":"10.1503/cmaj.221592","title":"Stress urinary incontinence and synthetic mesh midurethral slings in women","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Urinary incontinence; Medicine; Urinary Leakage; Stress incontinence; Urine; Urology; Urinary system; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002431726,0.0001426637,0.0002957216,0.0005215816,0.0004510347,0.000399456,0.0001786906,0.0005182902,0.004222215],"category_scores_gemma":[0.001781894,0.0001181844,0.0003522943,0.0005985373,0.0002820927,0.000393081,0.0002955142,0.000858867,0.000199152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193064,"about_ca_system_score_gemma":0.0007788201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105322,"about_ca_topic_score_gemma":0.01925455,"domain_scores_codex":[0.9997419,0.00004473292,0.00002517715,0.00002162588,0.0001086127,0.00005807001],"domain_scores_gemma":[0.9996051,0.00009871342,0.0001646744,0.000008582903,0.00004269135,0.00008030121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004138262,0.0002456311,0.9092368,0.0006114843,0.0001641389,0.004741322,0.0003853317,0.00007646091,0.0004501604,0.0005888391,0.006048571,0.07703746],"study_design_scores_gemma":[0.00001872888,0.0002692563,0.9780225,0.00118182,0.0001044938,0.01339386,0.00085011,0.0001315844,0.0000599654,0.0004626064,0.005482573,0.00002266309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7799621,0.171508,0.0003074585,0.01298539,0.001033362,0.000082197,0.0007797053,0.00002096126,0.03332074],"genre_scores_gemma":[0.9578342,0.03720089,0.0003086187,0.001363451,0.00106198,0.0000199171,0.0002732704,0.000004564618,0.001932948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01105322,"threshold_uncertainty_score":0.02197778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00627830881357427,"score_gpt":0.2387504158960236,"score_spread":0.2324721070824493,"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."}}