{"id":"W4388673476","doi":"10.1016/j.euf.2023.11.002","title":"Complications of Synthetic Midurethral Slings: Is There a Relevant Discrepancy Between Observational Data and Clinical Trials?","year":2023,"lang":"en","type":"review","venue":"European Urology Focus","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Urinary incontinence; Observational study; Lower urinary tract symptoms; Context (archaeology); Systematic review; Surgery; Perforation; Randomized controlled trial; Cochrane Library; Clinical trial; MEDLINE; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003968622,0.0004553565,0.003397335,0.0001948035,0.00008571663,0.00001516881,0.0007562024,0.0003168036,0.00006428784],"category_scores_gemma":[0.005293676,0.0003312232,0.0005830658,0.0002987795,0.0004961827,0.00005117153,0.0007616462,0.0007536536,0.0005655048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002850461,"about_ca_system_score_gemma":0.0003152934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002035128,"about_ca_topic_score_gemma":0.000008573961,"domain_scores_codex":[0.9924856,0.003247875,0.002565664,0.001107762,0.0002746989,0.0003184152],"domain_scores_gemma":[0.9916682,0.004580568,0.001360152,0.002105086,0.00008826978,0.0001976802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000066894,0.0003612583,0.009059398,0.003292172,0.004017223,0.0001343731,0.00007738878,3.138013e-8,1.417351e-7,0.0002336419,0.004798683,0.9779588],"study_design_scores_gemma":[0.001873782,0.000519779,0.04228573,0.003711244,0.01350691,0.0001061579,0.00001140262,0.00003552414,4.630893e-8,0.0005929506,0.937072,0.0002844819],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003334917,0.9895383,0.00009208244,0.002893201,0.0001999018,0.001517501,0.002763553,0.0001252444,0.002536757],"genre_scores_gemma":[0.0005797648,0.9941521,0.0007688676,0.0001688831,0.0003818906,0.0000308221,0.003225717,0.0001689652,0.0005230104],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9776743,"threshold_uncertainty_score":0.999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4460050762077073,"score_gpt":0.4844417885796224,"score_spread":0.03843671237191509,"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."}}