{"id":"W2511928140","doi":"10.1136/bmjopen-2015-010689","title":"Vitamin D deficiency in Malaysian adolescents aged 13 years: findings from the Malaysian Health and Adolescents Longitudinal Research Team study (MyHeARTs)","year":2016,"lang":"en","type":"article","venue":"BMJ Open","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Malaya; Queen's University","keywords":"Medicine; Anthropometry; Cross-sectional study; vitamin D deficiency; Body mass index; Obesity; Waist; Logistic regression; Abdominal obesity; Demography; Malay; Vitamin D and neurology; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001281644,0.0002520644,0.0003199516,0.0009854687,0.0004311656,0.0004874882,0.0003339451,0.0003332826,0.0006443276],"category_scores_gemma":[0.001016836,0.0003514109,0.0005140599,0.0009444679,0.0001618323,0.0003829662,0.0005116716,0.000521641,0.0002105718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769357,"about_ca_system_score_gemma":0.0004909086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0139297,"about_ca_topic_score_gemma":0.02377843,"domain_scores_codex":[0.9996337,0.0001015381,0.00006996919,0.00005342983,0.00007743185,0.00006398715],"domain_scores_gemma":[0.9991755,0.00006495064,0.0003731727,0.00003154151,0.0001448519,0.0002099862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002481075,0.00001994366,0.9990929,0.00001167224,0.00001903606,0.00002807416,0.0001588057,0.000006145316,0.0000414713,0.000004262094,0.00007760119,0.0005152258],"study_design_scores_gemma":[0.000002988444,0.00004476252,0.999324,0.00001587214,0.00001352893,0.0000917885,0.0003268966,0.00001785378,0.00001462048,0.000002416204,0.0001438731,0.000001439174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975817,0.0004769616,0.00005266389,0.00006246844,0.000006260349,0.00002840126,0.001543842,0.000002372357,0.0002452142],"genre_scores_gemma":[0.9965905,0.0006362342,0.0002787245,0.000076106,0.00001118558,0.00007822819,0.001984891,0.000002263387,0.0003417423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0139297,"threshold_uncertainty_score":0.02769721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292617280074957,"score_gpt":0.4521779976166205,"score_spread":0.3229162696091248,"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."}}