{"id":"W2998413824","doi":"10.1371/journal.pmed.1003009","title":"Association between gestational weight gain and severe adverse birth outcomes in Washington State, US: A population-based retrospective cohort study, 2004–2013","year":2019,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; University of British Columbia; McGill University","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Retrospective cohort study; Cohort study; Population; Birth weight; Obstetrics; Pregnancy; Pediatrics; Internal medicine; Environmental health; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009330293,0.000199106,0.0005920635,0.0004754589,0.00005522617,0.00001289407,0.00007463072,0.00006589533,0.0006760598],"category_scores_gemma":[0.001146018,0.0001586804,0.00003758423,0.0003723747,0.00003180499,0.0001764213,0.00003816392,0.0003009501,0.00006396134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000897284,"about_ca_system_score_gemma":0.0001000432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001505625,"about_ca_topic_score_gemma":0.0005271354,"domain_scores_codex":[0.997104,0.0001529492,0.0004529838,0.0004140128,0.001519563,0.0003564881],"domain_scores_gemma":[0.9984594,0.0006235252,0.0001964396,0.0002150872,0.0003108722,0.0001947041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008478321,0.0003422416,0.9969516,0.0001733989,0.0004527348,0.00001673631,0.0003585874,0.0001917485,0.00004324515,0.00002974925,0.001193346,0.0001618753],"study_design_scores_gemma":[0.00620798,0.0007930603,0.9900987,0.0002060125,0.0001673287,3.383859e-7,0.0003038653,0.001535625,0.00001095443,0.0003399356,0.0001897929,0.0001464006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908652,0.00004715034,0.00002331654,0.005525516,0.00007751343,0.002585916,0.00007575296,0.00005011115,0.0007495109],"genre_scores_gemma":[0.992497,0.00004829492,0.0001960105,0.0005170943,0.00008516188,0.0001122583,0.0007272753,0.00002623577,0.00579063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006852847,"threshold_uncertainty_score":0.7402381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092683030572059,"score_gpt":0.2708504954003829,"score_spread":0.2599236650946623,"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."}}