{"id":"W4316654534","doi":"10.1016/j.heliyon.2023.e13055","title":"Maternal and perinatal outcomes of failed prostaglandin induction of labour: A retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"Heliyon","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Retrospective cohort study; Obstetrics; Labor induction; Cervix; Vaginal delivery; Cohort; Ripening; Bishop score; Cohort study; Pregnancy; Adverse effect; Gestational age; Gestation; Dinoprostone; Gynecology; Prostaglandin E2; Internal medicine; Cancer; Oxytocin; Biology","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":[0.001523987,0.0003489782,0.000597783,0.0008509046,0.0005066207,0.000653905,0.0005596475,0.0004700721,0.0009203298],"category_scores_gemma":[0.003706922,0.0005351171,0.0006994482,0.001424907,0.0002972692,0.0005106922,0.0005795935,0.0006101074,0.0001837255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00047724,"about_ca_system_score_gemma":0.0006497588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006745073,"about_ca_topic_score_gemma":0.00532885,"domain_scores_codex":[0.9987502,0.0002753601,0.0001940048,0.0003611151,0.0002261021,0.0001932987],"domain_scores_gemma":[0.9976892,0.0003716252,0.001078566,0.000376137,0.00021341,0.0002710627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000928553,0.00001846522,0.9991254,0.00000812946,0.00006619363,0.0001242455,0.00005286882,0.00001863693,0.00005338316,0.00001257486,0.00005112711,0.000376065],"study_design_scores_gemma":[0.00001738703,0.0002622599,0.9980025,0.00001817733,0.00009824004,0.0008633585,0.0002797947,0.0001815095,0.0000450094,0.00002022644,0.0002042903,0.000007232262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988894,0.0002245508,0.0000851886,0.00001715714,0.000004684877,0.00002452058,0.0005828281,0.000001918808,0.0001697548],"genre_scores_gemma":[0.9991699,0.0001621219,0.00008254105,0.00001830098,0.000006214221,0.00003320371,0.0004692993,0.000002004301,0.0000564441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006745073,"threshold_uncertainty_score":0.01341164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402593602084178,"score_gpt":0.338212347082515,"score_spread":0.3141864110616732,"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."}}