{"id":"W4281723887","doi":"10.1101/2022.06.01.22275859","title":"Gestational age at birth and body size from infancy through adolescence: findings from analyses of individual data on 253,810 singletons in 16 birth cohort studies","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; McMaster University; University of British Columbia; Public Health Ontario; Hospital for Sick Children; Institute of Population and Public Health; University of Manitoba; Children's Hospital Research Institute of Manitoba; Capital District Health Authority; BC Children's Hospital; Manitoba Health; University of Toronto","funders":"Biocenter, University of Oulu; European Regional Development Fund; University of Notre Dame Australia; National Institutes of Health; Regione Piemonte; Murdoch University; Raine Medical Research Foundation; British Heart Foundation; National Institute for Health Research Southampton Biomedical Research Centre; Oulun Yliopisto; Curtin University of Technology; European Commission; Healthway; National Health and Medical Research Council; National Institute of Mental Health; Horizon 2020 Framework Programme; Academy of Finland; National Institute for Health and Care Research; Commonwealth Scientific and Industrial Research Organisation; University of Southampton; Dunhill Medical Trust; Medical Research Council; University of Notre Dame; University Hospital Southampton NHS Foundation Trust; Edith Cowan University; UK Research and Innovation","keywords":"Medicine; Gestational age; Confounding; Birth weight; Overweight; Body mass index; Demography; Pediatrics; Cohort; Cohort study; Population; Logistic regression; Obesity; Childhood obesity; Gestation; Pregnancy; Obstetrics; Internal medicine; Environmental health","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":[0.02787168,0.001627141,0.005060896,0.003672324,0.0007321799,0.002277996,0.001809542,0.0014309,0.001446927],"category_scores_gemma":[0.04068433,0.0012802,0.02463536,0.006520929,0.0008481704,0.001009623,0.002154437,0.001577671,0.0002039994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008582902,"about_ca_system_score_gemma":0.001513868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096718,"about_ca_topic_score_gemma":0.01454798,"domain_scores_codex":[0.9814228,0.007959947,0.005123128,0.003520309,0.001464018,0.0005098808],"domain_scores_gemma":[0.9664879,0.02132624,0.005772335,0.003843312,0.002016989,0.0005531839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.003106626,0.00004668711,0.3246358,0.01457052,0.6459255,0.000343204,0.0003581607,0.001038508,0.0008495664,0.0001656018,0.0007721884,0.008187716],"study_design_scores_gemma":[0.0007127135,0.0004239231,0.2502128,0.002483658,0.7420148,0.0003936135,0.000246593,0.0005229211,0.0004136025,0.0003471183,0.002173404,0.00005490665],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.514547,0.4607415,0.007769338,0.0006479374,0.0003942586,0.0003916675,0.01456751,0.0001518679,0.0007888763],"genre_scores_gemma":[0.9676221,0.02399521,0.003571969,0.0003882477,0.00007702124,0.000497458,0.003576195,0.00006322834,0.0002085868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02787168,"threshold_uncertainty_score":0.1474013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1378895618246405,"score_gpt":0.3983027271126225,"score_spread":0.2604131652879821,"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."}}