{"id":"W2995104780","doi":"10.1016/j.ypmed.2019.105955","title":"Clustering of lifestyle risk factors for non-communicable diseases in 304,779 adolescents from 89 countries: A global perspective","year":2019,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agricultural Research Institute of Ontario; Queen's University","funders":"Centers for Disease Control and Prevention; World Health Organization","keywords":"Medicine; Non-communicable disease; Environmental health; Odds ratio; Demography; Odds; Cigarette smoking; Public health; Logistic regression; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000254534,0.0003103848,0.001168365,0.00008587366,0.00005498551,0.000007566896,0.0002799582,0.0001003336,0.0001879319],"category_scores_gemma":[0.0008429243,0.0002478929,0.0002097875,0.0003139949,0.0002686856,0.0001815935,0.0002712779,0.0003132409,0.00002574955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005581294,"about_ca_system_score_gemma":0.0001115694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006285999,"about_ca_topic_score_gemma":0.0003615479,"domain_scores_codex":[0.9980214,0.0001648471,0.0004446843,0.0004874376,0.0004903302,0.0003913018],"domain_scores_gemma":[0.9979056,0.000656971,0.0003265487,0.0006063853,0.0002902964,0.000214219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006435987,0.003615669,0.992485,0.0004803352,0.0002562672,0.000006724897,0.001747735,0.00002155833,0.0003871915,0.0001068326,0.0001510393,0.00009803258],"study_design_scores_gemma":[0.006808841,0.00104925,0.9786246,0.002533428,0.0005126875,0.000001275808,0.004514622,0.002250302,0.0005402857,0.00287791,0.00008205551,0.0002047558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947881,0.000658003,0.0006549416,0.0002601762,0.0002986991,0.00176474,0.0005643266,0.00003982359,0.0009712331],"genre_scores_gemma":[0.9989267,0.0001375924,0.0002498322,0.0000814807,0.000239462,0.00004499163,0.00009824218,0.00003268494,0.0001890132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01386043,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333680776040112,"score_gpt":0.3043674949385713,"score_spread":0.2910306871781702,"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."}}