{"id":"W4366236240","doi":"10.1007/s00192-023-05491-8","title":"Correlation of anorectal symptoms and endoanal ultrasound findings after obstetric anal sphincter injuries (OASIS)","year":2023,"lang":"en","type":"article","venue":"International Urogynecology Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Overdiagnosis; Anorectal manometry; External anal sphincter; Endoanal ultrasound; Anal sphincter; Sphincter; Internal anal sphincter; Anus; Retrospective cohort study; Anal canal; Vaginal delivery; Tears; Obstetrics; Gynecology; Surgery; Internal medicine; Pregnancy; Defecation; Rectum","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":[0.0004326773,0.0002582769,0.0003328891,0.001202109,0.000295169,0.0006274419,0.0002671285,0.0006126682,0.002806369],"category_scores_gemma":[0.005117374,0.0001939335,0.0004742933,0.0008244224,0.0004371633,0.0004965237,0.0004561926,0.000844667,0.0002953232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396046,"about_ca_system_score_gemma":0.0004515361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181913,"about_ca_topic_score_gemma":0.0015279,"domain_scores_codex":[0.9995807,0.0000841654,0.00007099113,0.00005887292,0.00007783909,0.0001275002],"domain_scores_gemma":[0.9970841,0.0009190268,0.001121771,0.00009026055,0.0002859666,0.0004988116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002009048,0.00006069147,0.9954565,0.00002464207,0.00002584721,0.001677883,0.00006952554,0.00003286588,0.0003763018,0.00001749847,0.00006402293,0.001993303],"study_design_scores_gemma":[0.000004020597,0.0002877036,0.9947067,0.00001573489,0.00002474394,0.004134936,0.0004145197,0.00009455201,0.0001247285,0.00002513523,0.0001619407,0.000005280375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978303,0.0007379389,0.00008434099,0.0000915745,0.00002665483,0.00001008908,0.0001106946,0.000003891254,0.001104423],"genre_scores_gemma":[0.9993326,0.0002333964,0.00007476763,0.00002946497,0.00002532783,0.000003861334,0.0001166005,0.000001065936,0.0001828926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002806369,"threshold_uncertainty_score":0.009388208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006490485736458335,"score_gpt":0.2584937128119602,"score_spread":0.2520032270755019,"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."}}