{"id":"W3036459047","doi":"","title":"Julie Wallace Award Lecture 2019: Vitamin D deficiency in western dwelling South Asian populations: an unrecognised epidemic","year":2020,"lang":"en","type":"article","venue":"Surrey Research Insight Open Access (The University of Surrey)","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"vitamin D deficiency; Vitamin D and neurology; Rickets; Food fortification; Medicine; Osteomalacia; Fortification; Population; Dark skin; Environmental health; Demography; Geography; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004374511,0.001341205,0.0009838078,0.001526352,0.001551814,0.004161181,0.001501105,0.005269161,0.07968429],"category_scores_gemma":[0.009831081,0.0004617832,0.001031331,0.0005621291,0.000895876,0.00259761,0.003227032,0.007327962,0.04103528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002958986,"about_ca_system_score_gemma":0.005298408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003328756,"about_ca_topic_score_gemma":0.01014322,"domain_scores_codex":[0.9976681,0.0003740668,0.000128142,0.0004170474,0.001053527,0.0003591486],"domain_scores_gemma":[0.9913214,0.0006859858,0.0002343618,0.0001475544,0.003134566,0.004476149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002566708,0.0000222506,0.0002292063,0.00005378284,0.000005867518,0.00007260348,0.00001831837,0.00001284587,0.00005040168,0.0003802395,0.979261,0.0198679],"study_design_scores_gemma":[0.00005018062,0.0001110614,0.001054609,0.0004885377,0.00002044201,0.0005365049,0.0002188424,0.0001143926,0.0001500609,0.001432198,0.995801,0.0000220269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008202725,0.02039685,0.0006455134,0.4812888,0.4616191,0.0001170271,0.0005501831,0.0002163876,0.03434588],"genre_scores_gemma":[0.01114624,0.05624912,0.001796756,0.1609413,0.2449491,0.0002266653,0.0009487476,0.0003868462,0.5233552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07968429,"threshold_uncertainty_score":0.2665705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2878201403725686,"score_gpt":0.4382299147943516,"score_spread":0.150409774421783,"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."}}