{"id":"W3196446693","doi":"10.1038/s41598-021-97259-7","title":"Treatment of moderate to severe respiratory COVID-19: a cost-utility analysis","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Dexamethasone; Intensive care medicine; Intubation; Emergency medicine; Health care; Internal medicine; Surgery","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":[0.005001739,0.001557161,0.002092152,0.002907165,0.0005039784,0.002544506,0.001636474,0.002076587,0.005374959],"category_scores_gemma":[0.01707321,0.001074319,0.003037054,0.00336716,0.0006891986,0.00169469,0.001172151,0.002074159,0.0002752741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007290638,"about_ca_system_score_gemma":0.003964552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02776863,"about_ca_topic_score_gemma":0.0128092,"domain_scores_codex":[0.9972599,0.00202339,0.00007363669,0.0001384423,0.0002057282,0.0002989553],"domain_scores_gemma":[0.988955,0.009698346,0.0003961528,0.0001481681,0.0004911448,0.0003112399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007564124,0.000189823,0.003096823,0.0003185323,0.0004739567,0.0001949499,0.00003938098,0.9838532,0.000157012,0.004374626,0.0008758497,0.00566945],"study_design_scores_gemma":[0.000292858,0.0005715109,0.003349582,0.0001948393,0.0007413623,0.0001857346,0.0001985384,0.9882607,0.0001676333,0.004935503,0.00104962,0.00005225847],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108356,0.008756057,0.04252148,0.004259279,0.0001505884,0.001877748,0.007566473,0.0001743236,0.02385842],"genre_scores_gemma":[0.9890069,0.001177087,0.007198066,0.0001814941,0.00002783114,0.0003643034,0.0008657287,0.00002286558,0.001155706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02776863,"threshold_uncertainty_score":0.05521399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308236315781207,"score_gpt":0.4646861073815655,"score_spread":0.3338624758034447,"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."}}