{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003853834,0.0007329321,0.00521922,0.0004138709,0.0002686887,0.000114244,0.0002527685,0.0002155447,0.001415022],"category_scores_gemma":[0.2480313,0.0005227042,0.001110375,0.0005695491,0.0005901953,0.0007023966,0.0006163706,0.002235537,0.00001137112],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008495533,"about_ca_system_score_gemma":0.009586761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006108154,"about_ca_topic_score_gemma":0.000001848367,"domain_scores_codex":[0.990788,0.002981773,0.003435286,0.0007592944,0.001480331,0.0005553343],"domain_scores_gemma":[0.9557509,0.03485601,0.004480757,0.0005311618,0.00235671,0.002024441],"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":[0.001228176,0.002771435,0.00006972126,0.3119785,0.01021374,0.02101351,0.0001394653,0.000002189217,0.0001998263,0.00005009268,0.02923553,0.6230978],"study_design_scores_gemma":[0.007590179,0.001068261,0.0000161482,0.04337045,0.03767301,0.01214825,0.00005193732,0.00002313883,0.00001166096,0.00004418743,0.8976612,0.0003415474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003941368,0.976553,0.0001088508,0.02036949,0.0002961572,0.002268556,0.0001270865,0.00002121472,0.0002161817],"genre_scores_gemma":[0.0004056142,0.9831485,0.002154979,0.01346748,0.0004571059,0.00008324842,0.00003091638,0.00006466176,0.0001875156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8684257,"threshold_uncertainty_score":0.9997225,"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."}}