{"id":"W2059013824","doi":"10.1097/aog.0000000000000591","title":"Risk of Adverse Pregnancy Outcomes by Prepregnancy Body Mass Index","year":2014,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":361,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Body mass index; Obstetrics; Gestational diabetes; Pregnancy; Preeclampsia; Gestation; Mass index; Population; Gestational age; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002747735,0.0005374487,0.0007523542,0.00127882,0.0002906423,0.0007881728,0.001100553,0.0008965471,0.002642819],"category_scores_gemma":[0.01622661,0.0003826456,0.0008663388,0.001656626,0.0003692457,0.0003208022,0.0005029725,0.000993954,0.0004736549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008945406,"about_ca_system_score_gemma":0.001355605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05101126,"about_ca_topic_score_gemma":0.05407627,"domain_scores_codex":[0.9981984,0.0004402107,0.0002202642,0.0003306781,0.0006835031,0.0001269685],"domain_scores_gemma":[0.9931309,0.001996618,0.003189074,0.0003974395,0.0009820374,0.0003039878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006966327,0.00003558545,0.9783394,0.001100694,0.001774943,0.00004343151,0.00002694894,0.00026065,0.00009653297,0.00006628884,0.001095076,0.01646373],"study_design_scores_gemma":[0.00009192846,0.0001590695,0.9964953,0.0007264758,0.0008496363,0.000133934,0.00003083982,0.0003792644,0.00006444559,0.0001063321,0.0009544596,0.000008205106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8184708,0.1378711,0.004663152,0.003341804,0.0003370666,0.0006530438,0.0222913,0.0001072068,0.0122645],"genre_scores_gemma":[0.9811841,0.01177666,0.001884397,0.0003299888,0.0001078861,0.0001877709,0.003799353,0.00001130611,0.0007186896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05101126,"threshold_uncertainty_score":0.1014287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007685426103708825,"score_gpt":0.2562520640759015,"score_spread":0.2485666379721926,"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."}}