{"id":"W4200281042","doi":"10.17975/sfj-2021-010","title":"Tocilizumab: A promising treatment for COVID-19 patients","year":2021,"lang":"en","type":"article","venue":"STEM Fellowship Journal","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Earl Haig Secondary School","funders":"","keywords":"myalgia; Tocilizumab; Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Case fatality rate; Pneumonia; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Multiorgan failure; 2019-20 coronavirus outbreak; Viral therapy; Viral pneumonia; Intensive care medicine; Internal medicine; Virology; Epidemiology; Outbreak; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002819768,0.0003121009,0.0005370731,0.0002861406,0.0002700329,0.0004335214,0.000235215,0.0005229765,0.005793214],"category_scores_gemma":[0.0003167085,0.00004974152,0.0003965366,0.00017559,0.0001384719,0.0004127645,0.0001777438,0.001489027,0.001065139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002726358,"about_ca_system_score_gemma":0.0002808122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419831,"about_ca_topic_score_gemma":0.001484867,"domain_scores_codex":[0.9999179,0.00002030538,0.000007578381,0.00001277166,0.00001775243,0.00002372097],"domain_scores_gemma":[0.9998827,0.00002051523,0.00002380451,0.000003610787,0.00001914956,0.00005010603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006633813,0.001031274,0.003270844,0.001765327,0.000249638,0.001355904,0.0001102374,0.000234771,0.01434418,0.002205916,0.07888156,0.8899165],"study_design_scores_gemma":[0.01769915,0.02359021,0.05369906,0.005699014,0.001638727,0.01177213,0.0005274789,0.001748848,0.01175266,0.00962931,0.8621351,0.0001084259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1275715,0.7541028,0.004118538,0.06772679,0.005784476,0.0004530622,0.001656034,0.0004020794,0.03818467],"genre_scores_gemma":[0.5755269,0.3419093,0.009501542,0.04106021,0.009660741,0.0006704311,0.00335496,0.00008096306,0.01823501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005793214,"threshold_uncertainty_score":0.01938021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.173085623849157,"score_gpt":0.4746888055562322,"score_spread":0.3016031817070752,"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."}}