{"id":"W3012322528","doi":"10.1002/osp4.414","title":"Latent class analysis of obesity‐related characteristics and associations with body mass index among young children","year":2020,"lang":"en","type":"article","venue":"Obesity Science & Practice","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto; St. Michael's Hospital; McMaster University; Impact; Institute for Clinical Evaluative Sciences; Public Health Ontario; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Overweight; Medicine; Obesity; Latent class model; Body mass index; Odds ratio; Confidence interval; Demography; Multinomial logistic regression; Odds; Population; Logistic regression; Gerontology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004972068,0.000575746,0.0005048907,0.002444051,0.0008224839,0.001413088,0.0006143709,0.0004678078,0.004493593],"category_scores_gemma":[0.0120309,0.0003047367,0.002079128,0.002103756,0.0007665119,0.0009303143,0.001415811,0.001142862,0.0003745822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014984,"about_ca_system_score_gemma":0.001143401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01443182,"about_ca_topic_score_gemma":0.0104569,"domain_scores_codex":[0.9978363,0.00107791,0.0001211596,0.0003621028,0.0003040601,0.0002984266],"domain_scores_gemma":[0.9932584,0.002564154,0.002555884,0.0007020853,0.0005350921,0.000384444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001649022,0.0000672741,0.9935514,0.00002660609,0.0002299251,0.0000177939,0.0002499985,0.0008045762,0.00008756485,0.0004147791,0.0003887406,0.003996395],"study_design_scores_gemma":[0.00002218726,0.00009288709,0.984145,0.0000648582,0.0001065768,0.00007572835,0.0007162063,0.01271015,0.0001019428,0.001376567,0.0005701322,0.0000177571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888034,0.0003655878,0.007465277,0.0003131067,0.0000258377,0.00009857037,0.001956003,0.00004316796,0.0009290786],"genre_scores_gemma":[0.9961123,0.0001153562,0.001833468,0.00001488628,0.00001289947,0.000126714,0.001419972,0.00001449357,0.0003499133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01443182,"threshold_uncertainty_score":0.02869558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000512606776023,"score_gpt":0.2580818942221342,"score_spread":0.248076768154374,"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."}}