{"id":"W1597214464","doi":"10.1111/jpc.12152","title":"Evaluating <scp>C</scp>anadian children: <scp>WHO</scp>, <scp>NHANES</scp> or what?","year":2013,"lang":"en","type":"article","venue":"Journal of Paediatrics and Child Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Western Ontario; London Health Sciences Centre; Western University","funders":"Centers for Disease Control and Prevention; Children's Health Foundation; World Health Organization; Child Health Foundation","keywords":"Medicine; National Health and Nutrition Examination Survey; Demography; Cohort; Standard score; Gerontology; Pediatrics; Internal medicine; Population; Statistics; Mathematics; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001617093,0.0005471339,0.0004852969,0.001562085,0.0007104236,0.001002999,0.0006193604,0.0004787349,0.001063653],"category_scores_gemma":[0.003080962,0.000162469,0.0004206041,0.002155213,0.0005961171,0.0003836416,0.0004980391,0.0004646666,0.0004435995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002452878,"about_ca_system_score_gemma":0.004656706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.337546,"about_ca_topic_score_gemma":0.4615613,"domain_scores_codex":[0.9989795,0.0001449489,0.0001053672,0.0001418058,0.0004317614,0.0001965315],"domain_scores_gemma":[0.9983355,0.0001331855,0.0006159972,0.00003064525,0.0006254413,0.0002592687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000739494,0.00001260313,0.9959658,0.00005415735,0.0000274736,0.00006782336,0.00008474088,0.00004275375,0.0001882111,0.00001835995,0.0004409513,0.003023186],"study_design_scores_gemma":[0.000003915244,0.0000875226,0.998208,0.00004118271,0.00003926475,0.0002134021,0.0003772883,0.00008742284,0.000260154,0.00001150335,0.0006660573,0.000004237072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893924,0.002538395,0.0003716002,0.0002890326,0.00003219628,0.00009007453,0.004079618,0.00002400612,0.003182634],"genre_scores_gemma":[0.9926427,0.001535416,0.001686515,0.0001431998,0.00002436215,0.00004187174,0.003335628,0.00001081778,0.0005794479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.662454,"threshold_uncertainty_score":0.6711625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489804421096201,"score_gpt":0.309543496560055,"score_spread":0.284645452349093,"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."}}