{"id":"W3204870215","doi":"10.1177/08971900211048139","title":"COVID-19: A Review of Potential Treatments (Corticosteroids, Remdesivir, Tocilizumab, Bamlanivimab/Etesevimab, and Casirivimab/Imdevimab) and Pharmacological Considerations","year":2021,"lang":"en","type":"review","venue":"Journal of Pharmacy Practice","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Tocilizumab; Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Pharmacology; Intensive care medicine; Immunology; Internal medicine; Infectious disease (medical specialty)","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":[0.0009674619,0.0009326262,0.00145991,0.003297582,0.0003826437,0.001221905,0.0007562346,0.000985387,0.003088881],"category_scores_gemma":[0.001233557,0.0003340811,0.001208647,0.002464691,0.000399345,0.001705343,0.0005334967,0.001595801,0.0008884193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007940744,"about_ca_system_score_gemma":0.001856794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492138,"about_ca_topic_score_gemma":0.003048994,"domain_scores_codex":[0.999513,0.0001040737,0.0001382184,0.00006958951,0.0001436929,0.00003134602],"domain_scores_gemma":[0.9990849,0.0004824653,0.0001834217,0.0000157776,0.0001689396,0.00006452477],"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":[0.0002183716,0.000127277,0.0005858286,0.07858806,0.0003241089,0.0003084595,0.0001283981,0.0004206886,0.001512112,0.002247665,0.05998195,0.8555571],"study_design_scores_gemma":[0.0000380906,0.0003171449,0.002425916,0.03241384,0.0005927563,0.002284471,0.0001541303,0.0001823612,0.0003700491,0.00112991,0.9600593,0.00003205226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001502825,0.9983281,0.0001069525,0.0005717837,0.0002848168,0.000008975796,0.00002929131,0.000006721567,0.0005130522],"genre_scores_gemma":[0.0005891022,0.9979154,0.000245759,0.0005060466,0.0003859994,0.00001316178,0.00005136484,0.000002332091,0.0002908349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003297582,"threshold_uncertainty_score":0.01033336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2484170829112137,"score_gpt":0.5773058155045905,"score_spread":0.3288887325933768,"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."}}