{"id":"W4391471577","doi":"10.3390/diagnostics14030323","title":"Exploring the Challenges of Using Minimal Invasive Surgery to Treat Stress Urinary Incontinence: Insights from a Retrospective Case-Control Study","year":2024,"lang":"en","type":"article","venue":"Diagnostics","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Ministerul Cercetării, Inovării şi Digitalizării","keywords":"Medicine; Urinary incontinence; Retrospective cohort study; Surgery; Quality of life (healthcare); Psychological intervention; Stress incontinence; Single Center; Emotional stress; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008791978,0.0003245231,0.0005781028,0.001386265,0.0004613074,0.001212628,0.0006229485,0.0005218501,0.0009820225],"category_scores_gemma":[0.01990214,0.0003277911,0.0006299621,0.00111389,0.000745981,0.0006236073,0.0006244218,0.0004505704,0.000189173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035387,"about_ca_system_score_gemma":0.0005187582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00205578,"about_ca_topic_score_gemma":0.002332168,"domain_scores_codex":[0.9943415,0.002883999,0.0009360131,0.000806651,0.0007933835,0.0002383991],"domain_scores_gemma":[0.9838303,0.007609661,0.004640537,0.001896209,0.001464673,0.0005586682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002623302,0.0001828291,0.9925639,0.00008437222,0.0002516359,0.0004191891,0.0006837817,0.00003556099,0.0002648991,0.0001253833,0.0001475318,0.004978529],"study_design_scores_gemma":[0.0000613088,0.001545721,0.9884644,0.0001504874,0.0005413131,0.003829152,0.002832985,0.0005403822,0.0002155343,0.00015279,0.001633997,0.00003198176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960012,0.002523396,0.0007774374,0.00008142717,0.00001718422,0.00005712231,0.00009988442,0.000003506549,0.0004388678],"genre_scores_gemma":[0.9988309,0.0004976187,0.0003514255,0.0000613321,0.00003137516,0.00003501794,0.0001457634,0.000003331557,0.00004327439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008791978,"threshold_uncertainty_score":0.04649699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0797119667158919,"score_gpt":0.2941457935907512,"score_spread":0.2144338268748593,"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."}}