{"id":"W4401698228","doi":"10.1161/jaha.124.035555","title":"Periconceptional Dietary Quality and Metabolic Syndrome at 3 Years Postpartum","year":2024,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; Office of Research on Women's Health; National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; University of California, Irvine; National Institutes of Health; Cedars-Sinai Medical Center","keywords":"Medicine; Metabolic syndrome; Pregnancy; Postpartum period; Confounding; Cohort; Body mass index; Cohort study; Obstetrics; Pediatrics; Internal medicine; Obesity","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":[0.0007164013,0.0002359677,0.0002106919,0.000361343,0.0003154748,0.0005031356,0.0004481274,0.0004219558,0.001180141],"category_scores_gemma":[0.002404141,0.0001792063,0.0004575784,0.0006217032,0.0001790396,0.0002139479,0.000371172,0.0005880859,0.0001500755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003648891,"about_ca_system_score_gemma":0.0003238429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005165,"about_ca_topic_score_gemma":0.009344672,"domain_scores_codex":[0.9996673,0.00009543039,0.00003533413,0.00007295316,0.00006225505,0.00006672371],"domain_scores_gemma":[0.9981266,0.0002720438,0.001093842,0.0001200906,0.0001465603,0.0002408426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002159853,0.00002857278,0.998297,0.000007166374,0.00005472876,0.00003206051,0.00004107025,0.000016725,0.0001212711,0.000008576538,0.00005320544,0.001123674],"study_design_scores_gemma":[0.0000026651,0.00004099352,0.9997416,0.000004094829,0.00001930918,0.00004997103,0.00003382748,0.00004114027,0.00002127858,0.000007491942,0.0000366115,0.000001029359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984607,0.0003732588,0.00007369604,0.00007931291,0.00000857665,0.000006944894,0.0006182876,0.000004238359,0.0003750946],"genre_scores_gemma":[0.9991519,0.0001727738,0.0001201521,0.00002974948,0.00000568953,0.0000108149,0.0003622657,0.000001719932,0.0001448364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01005165,"threshold_uncertainty_score":0.01998627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673360008790644,"score_gpt":0.3445776910124335,"score_spread":0.317844090924527,"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."}}