{"id":"W2775884407","doi":"10.1111/ppe.12435","title":"Gestational Weight Gain‐for‐Gestational Age <i>Z</i>‐Score Charts Applied across U.S. Populations","year":2017,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Nursing Research","keywords":"Weight gain; Medicine; Gestational age; Birth weight; Gestation; Percentile; Obstetrics; Demography; Pregnancy; Body weight; Statistics; Internal medicine","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":[0.008160076,0.0004105279,0.0004364661,0.002165582,0.0005166031,0.0008590606,0.0008247913,0.0002569153,0.001417722],"category_scores_gemma":[0.03572491,0.0002278818,0.0007628331,0.002171637,0.0004593437,0.0003725212,0.001028451,0.0004939867,0.0001539484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000890005,"about_ca_system_score_gemma":0.00184605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04192355,"about_ca_topic_score_gemma":0.03492616,"domain_scores_codex":[0.9946471,0.002442395,0.0006117258,0.0008780035,0.001282968,0.0001378536],"domain_scores_gemma":[0.9864523,0.004690317,0.003970051,0.001634781,0.003013908,0.0002384938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002453051,0.00006070053,0.9602732,0.0000969643,0.0002824106,0.00006525875,0.0007012388,0.00244331,0.0004476444,0.000494829,0.002171239,0.03271792],"study_design_scores_gemma":[0.00007086408,0.0005357686,0.9843122,0.0001126071,0.0002435898,0.0001840319,0.001081584,0.008376608,0.001221722,0.0005241688,0.003309834,0.00002696197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739423,0.0004530191,0.01509085,0.0002014046,0.00007899667,0.0008056185,0.003960099,0.0002683494,0.005199297],"genre_scores_gemma":[0.981301,0.0002277888,0.01467004,0.00007880718,0.00001851241,0.0008058711,0.002568859,0.00003815077,0.0002911013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04192355,"threshold_uncertainty_score":0.08335906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050802775015214,"score_gpt":0.3934065719531344,"score_spread":0.288326294451613,"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."}}