{"id":"W4295441350","doi":"10.1007/s00192-022-05346-8","title":"Association between obstetrical anal sphincter injury and postpartum urinary retention: a contemporary nationwide cohort study","year":2022,"lang":"en","type":"article","venue":"International Urogynecology Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Dalhousie University","funders":"","keywords":"Medicine; Urinary retention; Obstetrics; Episiotomy; Odds ratio; Logistic regression; Vaginal delivery; Confounding; Cohort; Retrospective cohort study; Population; Cohort study; Urinary incontinence; Urinary system; Gynecology; Pregnancy; Surgery; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001309479,0.0001737519,0.0003325074,0.0008218946,0.0005654573,0.00008135637,0.0002045896,0.00008523287,0.002384346],"category_scores_gemma":[0.0006900819,0.0001832942,0.0001393372,0.0003053172,0.00004890049,0.0003359284,0.0003833614,0.001095795,0.0000345101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318503,"about_ca_system_score_gemma":0.000197905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001677162,"about_ca_topic_score_gemma":0.000002896958,"domain_scores_codex":[0.9973354,0.0004318182,0.0006821391,0.0003454276,0.0009598862,0.0002453674],"domain_scores_gemma":[0.9982791,0.0004896473,0.0005143684,0.0001612988,0.0003907376,0.0001648268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002658825,0.003052913,0.9823442,0.000004655952,0.00213952,0.0009413437,0.0001273587,0.00001471974,0.0000205001,0.0001067169,0.01050329,0.0004788845],"study_design_scores_gemma":[0.002206925,0.005802526,0.9425079,0.000006382327,0.0003814038,0.00211734,0.0004326421,0.0001148587,0.00000400458,0.0003282517,0.04596115,0.0001365635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799246,0.0001533882,0.00007603603,0.01028434,0.002513729,0.0007185381,0.00003915168,0.00006422545,0.006225967],"genre_scores_gemma":[0.9930221,0.0000366172,0.0001731139,0.0009153223,0.0005984952,0.0001245824,0.0001103116,0.00002323202,0.004996159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03983627,"threshold_uncertainty_score":0.9985276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319066899977363,"score_gpt":0.2967067436898924,"score_spread":0.2735160746901187,"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."}}