{"id":"W3025032212","doi":"10.1038/s41430-020-0661-0","title":"Perspective: improving vitamin D status in the management of COVID-19","year":2020,"lang":"en","type":"review","venue":"European Journal of Clinical Nutrition","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Perspective (graphical); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Vitamin D and neurology; Medicine; Betacoronavirus; Vitamin; Environmental health; Intensive care medicine; Virology; Internal medicine; Computer science; Outbreak; Disease","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":[0.002493618,0.0009137797,0.003046236,0.00202754,0.0002797996,0.001592345,0.001328492,0.003108837,0.009214715],"category_scores_gemma":[0.00619333,0.00026053,0.001447755,0.002155931,0.0004882297,0.001316692,0.0007537198,0.003943153,0.002288364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009824749,"about_ca_system_score_gemma":0.003222055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003209555,"about_ca_topic_score_gemma":0.007416548,"domain_scores_codex":[0.999139,0.0003310683,0.0001590592,0.0001162408,0.0001978468,0.00005683276],"domain_scores_gemma":[0.9961897,0.002391297,0.0004959707,0.00004158657,0.0007222039,0.0001594587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001006574,0.0001291827,0.0004064172,0.112425,0.001463461,0.0002788633,0.00006429031,0.000224781,0.0008524865,0.004228852,0.1222989,0.7566212],"study_design_scores_gemma":[0.0007014193,0.000390627,0.001959487,0.0931242,0.003353015,0.0009024359,0.0001767505,0.0001294297,0.0002953969,0.003836324,0.8950743,0.0000565649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003530881,0.9961177,0.00003363014,0.002584244,0.0009323394,0.000003386326,0.0000243253,0.000003575578,0.0002653677],"genre_scores_gemma":[0.0005877465,0.9950104,0.0001253924,0.00270125,0.001272348,0.000008360304,0.00003272951,0.000001097335,0.000260749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009214715,"threshold_uncertainty_score":0.03082633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1748130325716808,"score_gpt":0.493375586249929,"score_spread":0.3185625536782482,"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."}}