{"id":"W4328049519","doi":"10.1002/oby.23693","title":"Weight gain patterns among pregnancies with obesity and small‐ and large‐for‐gestational‐age births","year":2023,"lang":"en","type":"article","venue":"Obesity","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Child Health and Human Development; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Small for gestational age; Confidence interval; Weight gain; Obstetrics; Gestational age; Pregnancy; Relative risk; Birth weight; Obesity; Body weight; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002892906,0.0001113298,0.0001619871,0.0001179845,0.0001602803,0.00004162637,0.00004418893,0.00003590025,0.00003126377],"category_scores_gemma":[0.0001046538,0.00008955914,0.00002452638,0.0001553857,0.00008844252,0.00008926954,0.00008922922,0.00008616876,0.0000123318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002502921,"about_ca_system_score_gemma":0.00003824968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006004294,"about_ca_topic_score_gemma":0.0005060054,"domain_scores_codex":[0.9990382,0.00003130623,0.0001006569,0.0002609887,0.0002533118,0.0003154875],"domain_scores_gemma":[0.999403,0.000153901,0.00003191918,0.0001297104,0.0001029793,0.0001784956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004572695,0.00009931643,0.9944661,0.0007311709,0.00005640519,0.00008510106,0.0002390507,0.000003685211,0.00008482381,0.002057767,0.0009211494,0.001209761],"study_design_scores_gemma":[0.001257509,0.0002137036,0.9940411,0.0001701938,0.0000365361,0.000002855326,0.0002364652,0.0005865347,0.0002006847,0.0008828744,0.002269287,0.0001022006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961182,0.0001308387,0.001885688,0.0005235826,0.00001906133,0.0006765801,0.000110889,0.00007418793,0.0004609332],"genre_scores_gemma":[0.9930306,0.0004357594,0.0009754312,0.0001407212,0.00003682618,0.00009801863,0.0002922922,0.00001472098,0.00497561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004514677,"threshold_uncertainty_score":0.3652115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646931995657362,"score_gpt":0.2559066169420108,"score_spread":0.2394372969854371,"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."}}