{"id":"W3124881710","doi":"10.1002/fsn3.2591","title":"The predictive power of serum vitamin D for poor outcomes in COVID‐19 patients","year":2021,"lang":"en","type":"article","venue":"Food Science & Nutrition","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Alborz University of Medical Sciences; Iran University of Science and Technology","keywords":"Coronavirus disease 2019 (COVID-19); Predictive power; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Betacoronavirus; Internal medicine; Virology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000696814,0.00007971577,0.0001931288,0.0001551439,0.0002847968,0.00002915415,0.0001549871,0.00003518991,0.000008850178],"category_scores_gemma":[0.005066316,0.00005308302,0.0000675831,0.0007280398,0.0005842061,0.00020005,0.0001152997,0.00009755764,0.000001901336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232029,"about_ca_system_score_gemma":0.0003898918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004160666,"about_ca_topic_score_gemma":0.00004622321,"domain_scores_codex":[0.9984473,0.00004583252,0.0002202825,0.0002670837,0.0006852634,0.0003342186],"domain_scores_gemma":[0.9985908,0.0003312965,0.0000619892,0.0002076828,0.0006799884,0.00012826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007100242,0.005141408,0.9454253,0.001024257,0.0001494936,0.00002769535,0.004570328,0.000009854818,0.02656501,0.001384523,0.006885516,0.008106616],"study_design_scores_gemma":[0.00493731,0.002854497,0.9556906,0.0002318042,0.00001731282,0.000003939848,0.00551558,0.0001173173,0.02796774,0.001677392,0.0009067483,0.00007976599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903247,0.0003354485,0.0001284824,0.007555909,0.0001836238,0.001018617,0.0001818301,0.00001464887,0.0002567405],"genre_scores_gemma":[0.999047,0.0001086698,0.0002814742,0.0002064004,0.00001916616,0.0001903218,0.00001129263,0.000005410519,0.000130298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01026532,"threshold_uncertainty_score":0.606522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259024560270552,"score_gpt":0.3345585566781408,"score_spread":0.3086561006510856,"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."}}