{"id":"W2935101777","doi":"10.1016/s2352-4642(19)30056-2","title":"Obesity class versus the Edmonton Obesity Staging System for Pediatrics to define health risk in childhood obesity: results from the CANPWR cross-sectional study","year":2019,"lang":"en","type":"article","venue":"The Lancet Child & Adolescent Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Credit Valley Hospital; Hospital for Sick Children; Population Health Research Institute; University of Alberta; Centre Hospitalier Universitaire Sainte-Justine; McMaster University; Impact; McGill University; University of Calgary; Children's Hospital of Eastern Ontario","funders":"University of Alberta; Canadian Institutes of Health Research; Women and Children's Health Research Institute; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Medicine; Obesity; Body mass index; Childhood obesity; Stage (stratigraphy); Medical record; Population; Pediatrics; Cross-sectional study; Social class; Gerontology; Overweight; Internal medicine; Environmental health; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006370073,0.0005517267,0.001415021,0.0001083633,0.001543465,0.0001663009,0.001003035,0.0001346678,0.000005406206],"category_scores_gemma":[0.0005649081,0.0003244696,0.0002867612,0.0006889509,0.0001048982,0.0001430835,0.0005190479,0.002688115,0.00009118459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103082,"about_ca_system_score_gemma":0.0008732161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02872523,"about_ca_topic_score_gemma":0.02381291,"domain_scores_codex":[0.9933949,0.001494791,0.001182933,0.001202418,0.001308745,0.001416225],"domain_scores_gemma":[0.9946872,0.001544893,0.0009148007,0.002173771,0.0002102858,0.0004690588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002485638,0.008699845,0.9809807,0.0004130277,0.0001170882,0.000002635228,0.003483204,0.0004608789,9.718931e-7,0.0003701541,0.002665557,0.0003202856],"study_design_scores_gemma":[0.01245477,0.001369412,0.9827005,0.0004230856,0.0001096976,0.000006354427,0.001410336,0.0003337884,0.000008727684,0.0001089538,0.0007803162,0.0002940762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639804,0.0006155599,0.00004949693,0.02259631,0.001813747,0.008919207,0.001585505,0.0002172781,0.000222468],"genre_scores_gemma":[0.9876493,0.0003035078,0.0000670538,0.005430864,0.006182609,0.00007904664,0.0001810407,0.00007166062,0.00003489829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0236689,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326602093285293,"score_gpt":0.3175669190355913,"score_spread":0.284906709707062,"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."}}