{"id":"W4395699495","doi":"10.1210/endrev/bnae009","title":"Consensus Statement on Vitamin D Status Assessment and Supplementation: Whys, Whens, and Hows","year":2024,"lang":"en","type":"article","venue":"Endocrine Reviews","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":301,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; DSM Nutritional Products; National Institute for Health and Care Research; Oregon State University; Sanofi; Barts Charity; UCB Pharma; Alexion Pharmaceuticals; Amgen","keywords":"Vitamin D and neurology; Medicine; Clinical trial; Cholecalciferol; Osteomalacia; Vitamin; Diabetes mellitus; vitamin D deficiency; Intensive care medicine; Internal medicine; Physiology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005363327,0.0002318248,0.0005115691,0.0001438478,0.00009619576,0.00008089974,0.00003435629,0.00001485697,0.0003979086],"category_scores_gemma":[0.0001535984,0.0001583264,0.00006135173,0.0001550402,0.000118164,0.00005179694,0.0001321037,0.0002472222,0.00005998953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923332,"about_ca_system_score_gemma":0.0001027478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005225336,"about_ca_topic_score_gemma":0.00003191692,"domain_scores_codex":[0.9981223,0.000173362,0.0004827651,0.000430168,0.0003707641,0.0004205836],"domain_scores_gemma":[0.9991674,0.0002456342,0.00005629182,0.0002555011,0.00005273476,0.0002224268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003998213,0.0001787079,0.01438455,0.005778138,0.000352905,0.0009551846,0.0006150445,3.853496e-7,0.001938602,0.002268719,0.5412681,0.4322198],"study_design_scores_gemma":[0.001263063,0.0007085493,0.02669892,0.0009818852,0.0001383955,0.0001274124,0.0005153951,0.00008437785,0.0003476715,0.00006343407,0.9689227,0.0001482538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3134525,0.5771658,0.0002292901,0.07996256,0.0008662446,0.009167786,0.0004986121,0.0003069225,0.01835025],"genre_scores_gemma":[0.370514,0.6078743,0.009032979,0.0008639394,0.0003318253,0.0006818657,0.0002238771,0.00005743696,0.01041981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4320715,"threshold_uncertainty_score":0.6456365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05778114420729204,"score_gpt":0.4336305203184722,"score_spread":0.3758493761111801,"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."}}