{"id":"W2013164113","doi":"10.1210/jc.2014-2136","title":"Effect of Vitamin D<sub>3</sub>Supplementation on Improving Glucose Homeostasis and Preventing Diabetes: A Systematic Review and Meta-Analysis","year":2014,"lang":"en","type":"review","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":261,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alliance for Canadian Health Outcomes Research in Diabetes; University of Calgary; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research","keywords":"Meta-analysis; Glucose homeostasis; Diabetes mellitus; Medicine; Homeostasis; Vitamin D and neurology; Systematic review; Internal medicine; Endocrinology; MEDLINE; Chemistry; Biochemistry; Insulin resistance","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":[0.01833462,0.002800406,0.02118503,0.008947848,0.0007805493,0.003990132,0.002528861,0.002650009,0.003682818],"category_scores_gemma":[0.0463316,0.001610251,0.02855004,0.009551886,0.0009468925,0.002153119,0.001614591,0.001757216,0.0003473657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00458446,"about_ca_system_score_gemma":0.007250566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009001825,"about_ca_topic_score_gemma":0.02005432,"domain_scores_codex":[0.986432,0.005982167,0.004254495,0.001097286,0.001889565,0.0003444946],"domain_scores_gemma":[0.9755563,0.01700073,0.004482637,0.0006723224,0.001998763,0.0002892052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001041556,0.00001943099,0.001699667,0.7388679,0.2444338,0.0001080659,0.00008873544,0.0003227203,0.0001921246,0.0001365401,0.0008219582,0.01226738],"study_design_scores_gemma":[0.0008186498,0.0002401555,0.003350054,0.1255054,0.8660734,0.00016311,0.00007277518,0.0002359099,0.000220619,0.0002983862,0.002986093,0.00003545082],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001970401,0.9961078,0.0003937663,0.0002182598,0.0001539349,0.0006056879,0.0003404231,0.00002286056,0.0001867716],"genre_scores_gemma":[0.06720299,0.925428,0.002792571,0.00108357,0.0002445187,0.002427206,0.0004954505,0.00002553711,0.0003000463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02118503,"threshold_uncertainty_score":0.09696394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07126353934869484,"score_gpt":0.4401842899437189,"score_spread":0.3689207505950241,"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."}}