{"id":"W2953868687","doi":"10.1016/j.ypmed.2019.105758","title":"A gender-stratified, multilevel latent class assessment of chronic disease risk behaviours' association with Body Mass Index among youth in the COMPASS study","year":2019,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Institute of Population and Public Health; Institute of Nutrition, Metabolism and Diabetes; Canadian Institutes of Health Research; Health Canada","keywords":"Medicine; Body mass index; Association (psychology); Compass; Latent class model; Gerontology; Demography; Environmental health; Internal medicine; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001517752,0.0003254145,0.00082845,0.0001614248,0.0000599114,0.00001352584,0.0002466748,0.00008470606,0.00008894857],"category_scores_gemma":[0.0001347901,0.0001978321,0.0001236458,0.0003292807,0.000156506,0.0001602139,0.00008137566,0.0008517891,0.000006927667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003879,"about_ca_system_score_gemma":0.000230808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003833,"about_ca_topic_score_gemma":0.0005950456,"domain_scores_codex":[0.9961573,0.0007919857,0.0005413764,0.0005322391,0.001576943,0.0004000929],"domain_scores_gemma":[0.9979015,0.0003657156,0.0006707056,0.0006211436,0.0002546108,0.000186313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001788967,0.01499388,0.9810141,0.0001653264,0.000394566,0.00004434207,0.002543795,0.00009831553,0.0001781775,0.00008599122,0.00003091224,0.0002717102],"study_design_scores_gemma":[0.009090874,0.002817999,0.9740253,0.0004378158,0.00181656,6.300518e-7,0.004940572,0.006408622,0.00005891889,0.0002127297,0.0000021796,0.0001877683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945439,0.00006374322,0.0003441242,0.000277003,0.0001537703,0.003776598,0.00007564904,0.00003110833,0.0007340657],"genre_scores_gemma":[0.9992145,0.00001756458,0.00002597622,0.00004019318,0.0001841661,0.0001393245,0.0001212552,0.00003265954,0.0002243837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01217588,"threshold_uncertainty_score":0.8067357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632007850421171,"score_gpt":0.3144631677257178,"score_spread":0.2881430892215061,"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."}}