{"id":"W3128070861","doi":"10.1038/s41467-021-21134-2","title":"Potential health and economic impacts of dexamethasone treatment for patients with COVID-19","year":2021,"lang":"en","type":"article","venue":"Nature Communications","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Oxford; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; Li Ka Shing Foundation; Nuffield College, University of Oxford; Medical Research Council; Bill and Melinda Gates Foundation","keywords":"Dexamethasone; Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Intensive care medicine; Pandemic; Emergency medicine; Internal medicine; Virology","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":[0.005773296,0.0005694002,0.0007166779,0.000906802,0.0002674576,0.001845047,0.0005805898,0.001221396,0.007754752],"category_scores_gemma":[0.0265014,0.0002347306,0.002732306,0.001273392,0.0005997724,0.00134748,0.001228111,0.001524822,0.0006167176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003330245,"about_ca_system_score_gemma":0.003196935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0151915,"about_ca_topic_score_gemma":0.01635897,"domain_scores_codex":[0.9939814,0.004505868,0.0002419828,0.0001735607,0.000573469,0.0005236482],"domain_scores_gemma":[0.9899378,0.00658471,0.001797417,0.0001833426,0.000892506,0.000604238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01583499,0.0006964208,0.276379,0.01219358,0.01272917,0.002769723,0.0005638312,0.1323958,0.001574856,0.06040994,0.07488016,0.4095725],"study_design_scores_gemma":[0.004203401,0.01099045,0.5464547,0.02197377,0.01620702,0.005043508,0.004630477,0.0773991,0.005090147,0.06451681,0.2430826,0.0004080913],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4645361,0.211837,0.01445737,0.1555992,0.003048328,0.001460964,0.04622132,0.000168984,0.1026708],"genre_scores_gemma":[0.9494578,0.03328865,0.003785459,0.00542197,0.0005569097,0.0004500342,0.003919519,0.00002414185,0.003095517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0151915,"threshold_uncertainty_score":0.03053242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06618309909897982,"score_gpt":0.4770305047242149,"score_spread":0.4108474056252351,"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."}}