{"id":"W4200189370","doi":"10.1097/ede.0000000000001454","title":"Gestational Diabetes in Twin Versus Singleton Pregnancies With Normal Weight or Overweight Pre-Pregnancy Body Mass Index","year":2021,"lang":"en","type":"article","venue":"Epidemiology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Nursing Research","keywords":"Overweight; Medicine; Pregnancy; Gestational diabetes; Obstetrics; Body mass index; Odds ratio; Twin Pregnancy; Weight gain; Gestational age; Gestation; Gynecology; Internal medicine; Body weight","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":[0.003666296,0.0003184771,0.0005304479,0.0006183084,0.0003393924,0.0007244939,0.0004158191,0.00032968,0.00146468],"category_scores_gemma":[0.0208989,0.000332688,0.001145224,0.000704317,0.0003893987,0.0004931493,0.0009206806,0.0008530863,0.00009462742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000394456,"about_ca_system_score_gemma":0.0004497416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005032383,"about_ca_topic_score_gemma":0.005203204,"domain_scores_codex":[0.9977925,0.0009581642,0.0002612041,0.0005473223,0.0002711593,0.000169687],"domain_scores_gemma":[0.9945762,0.0025366,0.001852702,0.0004608527,0.0001905143,0.0003831751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004190488,0.00001423233,0.9965089,0.00003161971,0.0002595767,0.00011821,0.000125595,0.00003767531,0.0001114635,0.00007944132,0.00003608847,0.002258097],"study_design_scores_gemma":[0.00004538369,0.0002481546,0.9949867,0.0000840854,0.0008133325,0.001546613,0.0004484809,0.0008069754,0.0002262028,0.0005111137,0.0002743083,0.000008663305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971084,0.001657506,0.0004924992,0.0001068692,0.00002816166,0.00001181836,0.0001215491,0.000002801405,0.0004703551],"genre_scores_gemma":[0.9992464,0.0003702661,0.0001897068,0.00002690545,0.000008104711,0.000008987282,0.0000809191,0.000001796605,0.00006692608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005032383,"threshold_uncertainty_score":0.01938945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03994402827059344,"score_gpt":0.3266743482124544,"score_spread":0.286730319941861,"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."}}