{"id":"W4407805683","doi":"10.1016/s2213-8587(24)00348-6","title":"Vitamin D supplementation to prevent acute respiratory infections: systematic review and meta-analysis of stratified aggregate data","year":2025,"lang":"en","type":"review","venue":"The Lancet Diabetes & Endocrinology","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; St. Michael's Hospital","funders":"National Center for Complementary and Integrative Health; Barts Charity","keywords":"Medicine; Meta-analysis; Intensive care medicine; MEDLINE; Vitamin D and neurology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02127855,0.003170806,0.02639287,0.01111401,0.0006607594,0.003603115,0.002230667,0.002068047,0.003545545],"category_scores_gemma":[0.04729842,0.001844811,0.03818417,0.01020067,0.0008066434,0.001854083,0.001879294,0.00182685,0.0003666056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002969529,"about_ca_system_score_gemma":0.004962101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006591121,"about_ca_topic_score_gemma":0.01492297,"domain_scores_codex":[0.9797384,0.01050572,0.005919093,0.001572892,0.00182916,0.0004348667],"domain_scores_gemma":[0.9767432,0.01685445,0.003800839,0.0008868569,0.001501499,0.0002130952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001642611,0.00002104492,0.001760127,0.4308396,0.5561016,0.00008653428,0.00006462904,0.0005023276,0.0001886884,0.0001108952,0.0004893448,0.008192613],"study_design_scores_gemma":[0.00077962,0.0001695296,0.002068567,0.03140436,0.9634206,0.00008203365,0.0000295916,0.0001496632,0.0001296101,0.0002512045,0.001491869,0.0000233481],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003309194,0.9938419,0.0007137769,0.0001363441,0.0001390253,0.000651869,0.0009621099,0.00002860206,0.0002171982],"genre_scores_gemma":[0.1406702,0.8463857,0.005344367,0.001050062,0.0002900097,0.003696758,0.002160411,0.0000500716,0.0003523634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02639287,"threshold_uncertainty_score":0.112533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613438823404561,"score_gpt":0.4454337640805242,"score_spread":0.284089881740068,"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."}}