{"id":"W4410823392","doi":"10.1111/mcn.70052","title":"Interpregnancy Weight Change and Adverse Birth Outcomes: Cohort Study Using Brazil's Routine Register‐Based Linked Data","year":2025,"lang":"en","type":"article","venue":"Maternal and Child Nutrition","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Agencia Estatal de Investigación; Secretaría de Ciencia y Técnica, Universidad de Buenos Aires; Fundação Oswaldo Cruz; Generalitat de Catalunya; Michael Smith Health Research BC; Centres de Recerca de Catalunya; Wellcome Trust","keywords":"Medicine; Obstetrics; Birth weight; Pregnancy; Low birth weight; Cohort study; Logistic regression; Population; Cohort; Demography; Pediatrics; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002644611,0.0003909762,0.000663747,0.00142095,0.0004755086,0.0007530715,0.0006890335,0.000445039,0.0007123157],"category_scores_gemma":[0.00783942,0.0007748957,0.001331115,0.002720544,0.0003305335,0.0004365201,0.001102165,0.0008328795,0.0001569071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007571764,"about_ca_system_score_gemma":0.001437925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07555336,"about_ca_topic_score_gemma":0.06367587,"domain_scores_codex":[0.9983883,0.000480553,0.0001911566,0.0004952562,0.0002477916,0.000197043],"domain_scores_gemma":[0.9957322,0.0008266612,0.001697006,0.001143937,0.0003899311,0.0002101838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001206114,0.00004014838,0.9965672,0.00004783907,0.000329531,0.00008675873,0.0002959711,0.00005015328,0.0002386936,0.00008961011,0.0001269921,0.002006515],"study_design_scores_gemma":[0.00003672693,0.0001215253,0.9979011,0.00005116415,0.0002968215,0.0002964362,0.0002105673,0.0004679662,0.00008505108,0.00005951645,0.0004618015,0.00001138511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996134,0.0005355094,0.0005428237,0.00006274909,0.000006971542,0.00008242629,0.002212581,0.00001056211,0.0004122978],"genre_scores_gemma":[0.9972339,0.0003571452,0.0006546717,0.00004510175,0.000007068975,0.00008775933,0.00147874,0.000009122389,0.0001265022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07555336,"threshold_uncertainty_score":0.1502272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04141173057525165,"score_gpt":0.3310491072322656,"score_spread":0.2896373766570139,"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."}}