{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007712558,0.0003292475,0.0003389336,0.001045327,0.0006723496,0.0005761099,0.0005498747,0.0004339961,0.0006943869],"category_scores_gemma":[0.002077825,0.0006242189,0.0004953537,0.002108908,0.0003003823,0.0004184715,0.000560227,0.0008454034,0.0001512439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043612,"about_ca_system_score_gemma":0.001171795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07164858,"about_ca_topic_score_gemma":0.1072354,"domain_scores_codex":[0.9994047,0.0001015177,0.0001258606,0.0001631946,0.0001189011,0.00008596553],"domain_scores_gemma":[0.9986266,0.0001254657,0.0006927116,0.0001713418,0.000202457,0.0001813574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000245768,0.00001614199,0.999323,0.000007072369,0.00005843676,0.00003407988,0.00002845556,0.00001258344,0.00005321767,0.000006251107,0.0001565617,0.0002796463],"study_design_scores_gemma":[0.000005599773,0.00002811716,0.9993617,0.00001410675,0.00004024829,0.0001390499,0.0001489622,0.00007203309,0.00002607388,0.000006698447,0.0001546154,0.000002828413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995754,0.0003871548,0.00009650183,0.00007155353,0.00001237046,0.00003156462,0.003236708,0.000005169656,0.0004050418],"genre_scores_gemma":[0.9964708,0.000418275,0.0001876341,0.0001043269,0.0000117034,0.00005970764,0.002515829,0.00000329555,0.0002282705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07164858,"threshold_uncertainty_score":0.142463,"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."}}