{"id":"W4284970605","doi":"10.1371/journal.pone.0270668","title":"Association between tocilizumab, sarilumab and all-cause mortality at 28 days in hospitalised patients with COVID-19: A network meta-analysis","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto; St. Michael's Hospital","funders":"Medical Research Council; European Society of Intensive Care Medicine; National Institute for Health and Care Research; Gilead Sciences; Prostate Cancer UK; School for Social Care Research; World Health Organization; GlaxoSmithKline","keywords":"Tocilizumab; Medicine; Placebo; Meta-analysis; Concomitant; Internal medicine; Coronavirus disease 2019 (COVID-19); Randomized controlled trial; Emergency medicine; Rheumatoid arthritis; Alternative 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":[0.01545925,0.002834927,0.01121471,0.003742313,0.0004393953,0.002799611,0.001998437,0.001945364,0.003215896],"category_scores_gemma":[0.02825369,0.001405826,0.04565487,0.003919726,0.000515546,0.001329796,0.001715025,0.002303052,0.0003424086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348614,"about_ca_system_score_gemma":0.001367769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007529318,"about_ca_topic_score_gemma":0.009167934,"domain_scores_codex":[0.9869131,0.009035277,0.001521062,0.001445199,0.0007855208,0.0002998201],"domain_scores_gemma":[0.9850289,0.011025,0.002128699,0.0008549799,0.0006775787,0.0002848857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.009581184,0.00003218325,0.007520196,0.02908955,0.9475239,0.00007954151,0.00003334938,0.001922512,0.0001722234,0.0001097613,0.0003147686,0.003620827],"study_design_scores_gemma":[0.002087311,0.0002518234,0.004357302,0.001546117,0.9896691,0.00005811348,0.00001679528,0.001118939,0.00008329136,0.0002946105,0.0004953893,0.00002116663],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1222698,0.8602661,0.007102094,0.00114358,0.0007392118,0.001307052,0.005179419,0.0002134352,0.001779306],"genre_scores_gemma":[0.8927455,0.09383103,0.006619452,0.0009320305,0.0002752581,0.001825373,0.002894948,0.00008390102,0.0007926407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01545925,"threshold_uncertainty_score":0.08175731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2681054864330225,"score_gpt":0.3999003811018488,"score_spread":0.1317948946688263,"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."}}