{"id":"W3082153866","doi":"10.1101/2020.08.27.20183442","title":"Tocilizumab in Hospitalized Patients With COVID-19 Pneumonia","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Biomedical Advanced Research and Development Authority; F. Hoffmann-La Roche; U.S. Department of Health and Human Services","keywords":"Tocilizumab; Medicine; Placebo; Internal medicine; Odds ratio; Pneumonia; Hazard ratio; Population; Adverse effect; Randomized controlled trial; Gastroenterology; Confidence interval; Rheumatoid arthritis","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":[0.0008137135,0.0003587117,0.001607187,0.0001824043,0.0003348811,0.0004805493,0.0002373239,0.0005526685,0.001149311],"category_scores_gemma":[0.002117446,0.0002191057,0.0009231952,0.0003024891,0.0002393747,0.0002279199,0.0002445567,0.0007619039,0.00009323889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008094191,"about_ca_system_score_gemma":0.0007256347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317113,"about_ca_topic_score_gemma":0.002079434,"domain_scores_codex":[0.9992039,0.0004330226,0.00009305452,0.00009294188,0.00008300493,0.00009417467],"domain_scores_gemma":[0.9990264,0.0003528982,0.0003069637,0.00003628136,0.00005881907,0.000218604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5223094,0.005958873,0.2756688,0.002864425,0.005437854,0.001055779,0.0003070101,0.001035459,0.01265832,0.0002329657,0.003043789,0.1694273],"study_design_scores_gemma":[0.1392533,0.1503119,0.6905439,0.0006970647,0.006097908,0.00154171,0.0004571732,0.003623807,0.003674249,0.0005951179,0.003120832,0.00008310441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993732,0.005281028,0.0001038821,0.0001993531,0.00005863851,0.00009336956,0.0001305192,0.000007692653,0.0003933623],"genre_scores_gemma":[0.9984121,0.0009532162,0.0001506573,0.0001476751,0.00006047889,0.0000777834,0.0001343123,9.624359e-7,0.00006279909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001607187,"threshold_uncertainty_score":0.005872726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05825027269887229,"score_gpt":0.402211259323102,"score_spread":0.3439609866242297,"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."}}