{"id":"W3018591938","doi":"10.1097/01.aog.0000663904.38403.5f","title":"Induction of Labor and Risk of Third- and Fourth-Degree Perineal Tears [18P]","year":2020,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tears; Logistic regression; Population; Cohort; Obstetrics; Retrospective cohort study; Induction of labor; Risk factor; Pregnancy; Gynecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004967057,0.0001278488,0.0001809089,0.0003765056,0.0001911103,0.0004140133,0.0003034478,0.0001602626,0.002010033],"category_scores_gemma":[0.002903913,0.00009461732,0.0003289466,0.0005502467,0.000194898,0.0001716162,0.0003544551,0.0004314511,0.0001561764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003089693,"about_ca_system_score_gemma":0.0005685372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002473162,"about_ca_topic_score_gemma":0.001884707,"domain_scores_codex":[0.9995607,0.0000849959,0.00005649768,0.00007165766,0.000148139,0.00007804023],"domain_scores_gemma":[0.9965088,0.0003067739,0.00265821,0.00008271231,0.0001646464,0.0002788125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007522411,0.00001141273,0.9962955,0.00002594895,0.00003181953,0.0000903617,0.00002674178,0.00002131994,0.0001494568,0.00002328873,0.0001096852,0.003139113],"study_design_scores_gemma":[0.000004515259,0.00008098951,0.9984109,0.00004351036,0.00001943307,0.0007296306,0.00006369501,0.00008912959,0.0001173222,0.00003553,0.0004025843,0.00000279394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995566,0.001933267,0.0002000672,0.0003207969,0.00001994067,0.00001252468,0.0008092388,0.00001036302,0.001127832],"genre_scores_gemma":[0.9977431,0.001105143,0.0002368452,0.00005494108,0.00002497028,0.00001312751,0.0005393248,0.000003009482,0.0002795209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002473162,"threshold_uncertainty_score":0.006724298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326024693828457,"score_gpt":0.2488293946787406,"score_spread":0.225569147740456,"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."}}