{"id":"W3146515932","doi":"10.1001/jamainternmed.2021.0392","title":"Tocilizumab in Treatment for Patients With COVID-19","year":2021,"lang":"en","type":"letter","venue":"JAMA Internal Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Tocilizumab; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; MEDLINE; Pandemic; Coronavirus Infections; Virology; Internal medicine; Intensive care medicine; Outbreak; 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":[0.0004408371,0.0003171243,0.0006470115,0.0003830429,0.0007444368,0.000765927,0.0002653148,0.0005861584,0.003524576],"category_scores_gemma":[0.001498803,0.0001227442,0.0005845482,0.0004929761,0.000190224,0.0004551221,0.0003063205,0.001227863,0.0006339478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009416106,"about_ca_system_score_gemma":0.0009979007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002902679,"about_ca_topic_score_gemma":0.006715425,"domain_scores_codex":[0.9996019,0.00009749423,0.00004598972,0.00004488305,0.00008509893,0.0001246113],"domain_scores_gemma":[0.9996254,0.00007589533,0.00009334207,0.00001296723,0.00004163638,0.0001508269],"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":[0.01936498,0.001394326,0.2354462,0.002001681,0.0008143291,0.01120285,0.0004826098,0.0005857701,0.009567019,0.003653439,0.1399149,0.575572],"study_design_scores_gemma":[0.01460908,0.007704983,0.6351737,0.006241596,0.002212579,0.05971164,0.001512524,0.006934342,0.005196929,0.01137644,0.2490924,0.0002337901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.5855287,0.2609597,0.002169115,0.04365225,0.003230705,0.0007987721,0.00237048,0.0003149794,0.1009753],"genre_scores_gemma":[0.941718,0.03578649,0.002157918,0.009046325,0.001750808,0.0003855001,0.002757761,0.00004350501,0.006353611],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.003524576,"threshold_uncertainty_score":0.01179087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0826232575978108,"score_gpt":0.4380792933121778,"score_spread":0.355456035714367,"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."}}