{"id":"W3127905414","doi":"10.1007/s43678-020-00078-4","title":"Just the facts: updates in COVID-19 therapeutics","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Ottawa","funders":"U.S. Air Force; U.S. Department of Defense","keywords":"Medicine; Dexamethasone; Coronavirus disease 2019 (COVID-19); Placebo; Randomized controlled trial; Mechanical ventilation; Meta-analysis; 2019-20 coronavirus outbreak; Anesthesia; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mortality rate; Corticosteroid; Internal medicine; Intensive care 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":[0.01323777,0.00156568,0.005462859,0.007718483,0.0008600152,0.006517838,0.002835154,0.006771076,0.01011988],"category_scores_gemma":[0.0350408,0.001038152,0.002897084,0.008558314,0.002235356,0.007277931,0.002621213,0.01017801,0.003113104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005510447,"about_ca_system_score_gemma":0.01716792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059543,"about_ca_topic_score_gemma":0.02771755,"domain_scores_codex":[0.9952956,0.001268268,0.001031967,0.0004243272,0.001666673,0.0003132008],"domain_scores_gemma":[0.9656268,0.02271924,0.00300099,0.000465901,0.006721661,0.001465302],"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":[0.0002588835,0.00006228618,0.0001920856,0.05620608,0.0003561703,0.0001210267,0.0001325824,0.0002062181,0.0002905398,0.00820417,0.3225497,0.6114203],"study_design_scores_gemma":[0.0001186146,0.00006873372,0.0004831656,0.04153708,0.0005010499,0.0001826445,0.00008270235,0.00007413609,0.00007109046,0.00222229,0.9546129,0.00004553701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002171155,0.9912674,0.00006249877,0.005082047,0.002926,0.00001023008,0.0000787063,0.00001355804,0.0005378254],"genre_scores_gemma":[0.0003542497,0.9856892,0.0003845968,0.01021633,0.002739156,0.00001839539,0.00009632504,0.000009134403,0.0004925943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01323777,"threshold_uncertainty_score":0.07000887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4949817360804692,"score_gpt":0.5737592244408336,"score_spread":0.07877748836036441,"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."}}