{"id":"W2620547174","doi":"10.1093/aje/kwx180","title":"Predictors of 25-Hydroxyvitamin D Concentration Measured at Multiple Time Points in a Multiethnic Population","year":2017,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"Canadian Institutes of Health Research","keywords":"Vitamin D and neurology; Confidence interval; Vitamin D-binding protein; Demography; Population; Biomarker; vitamin D deficiency; Medicine; Ethnic group; Calcifediol; Internal medicine; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001536549,0.0004617467,0.0005523417,0.0003897251,0.0009580303,0.001135785,0.0006657981,0.0006845705,0.001318989],"category_scores_gemma":[0.002922609,0.0004124593,0.00118093,0.00107004,0.0003415372,0.0003552657,0.0008677366,0.0009345672,0.0002009428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159874,"about_ca_system_score_gemma":0.001443823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2391087,"about_ca_topic_score_gemma":0.2561625,"domain_scores_codex":[0.9988152,0.000363919,0.00008425332,0.0004197011,0.0001215148,0.000195409],"domain_scores_gemma":[0.9979694,0.0004368082,0.0006247053,0.0003447336,0.0002626347,0.0003616286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001166921,0.00001660722,0.9987084,0.000003414244,0.0001637729,0.00003414194,0.00006724169,0.0001101148,0.0001384632,0.0000135833,0.0000823743,0.0005451153],"study_design_scores_gemma":[0.00001182316,0.00005280851,0.9973206,0.000007970087,0.0001507888,0.0001012413,0.0002655273,0.001767338,0.0000606517,0.00005214809,0.0002013006,0.000007888968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989304,0.0002173432,0.0001960286,0.000100751,0.000009543924,0.000004779717,0.0003740313,0.000006789176,0.0001603928],"genre_scores_gemma":[0.9994127,0.00005583093,0.0001031036,0.00001592877,0.000006178751,0.000004352538,0.0002744878,0.000002099247,0.0001254812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2391087,"threshold_uncertainty_score":0.4754339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05249547752459532,"score_gpt":0.3684049756456898,"score_spread":0.3159094981210945,"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."}}