{"id":"W3018082228","doi":"10.1097/01.aog.0000663840.35762.89","title":"The Development of a Prediction Model for Vaginal Birth After Cesarean Section (VBAC) [34P]","year":2020,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Logistic regression; Vaginal birth; Obstetrics; Singleton; Childbirth; Cesarean delivery; Vaginal delivery; Population; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004724989,0.0007510651,0.0008043656,0.001363409,0.0006235564,0.001268532,0.001443652,0.0007387252,0.00403144],"category_scores_gemma":[0.0115287,0.0004366639,0.000873136,0.0008901695,0.000243629,0.0004866922,0.0006670824,0.001363773,0.0008076491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217653,"about_ca_system_score_gemma":0.003211877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05198085,"about_ca_topic_score_gemma":0.03293464,"domain_scores_codex":[0.9991007,0.0004511081,0.00005029354,0.0001530116,0.0001331215,0.0001117731],"domain_scores_gemma":[0.9949404,0.003855612,0.0002851575,0.00008302832,0.0006764896,0.0001592942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001020695,0.0007348844,0.3683939,0.000240741,0.0006026393,0.0006441961,0.0004088462,0.4076543,0.0007859407,0.007309161,0.01764106,0.1945638],"study_design_scores_gemma":[0.00003892554,0.00009112574,0.007812337,0.00003958018,0.00008065106,0.00006053449,0.00004401698,0.9894552,0.0001232569,0.001488512,0.000751472,0.00001442231],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4972479,0.001386708,0.4764697,0.006042529,0.0004929772,0.001106728,0.007922967,0.002417359,0.00691308],"genre_scores_gemma":[0.8845412,0.0006350482,0.1040063,0.0002519001,0.0001770884,0.0008628163,0.005270989,0.0000687189,0.004185997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05198085,"threshold_uncertainty_score":0.1033566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03764580708403993,"score_gpt":0.2966942439429497,"score_spread":0.2590484368589098,"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."}}