{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004883274,0.0006051939,0.001880673,0.0005120486,0.000067536,0.00002678138,0.0003205872,0.0006203859,0.001030886],"category_scores_gemma":[0.07247636,0.0003555779,0.0003026166,0.0003274791,0.0004802726,0.00005698459,0.0001748354,0.001981289,0.00002458237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003361061,"about_ca_system_score_gemma":0.00144516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003519375,"about_ca_topic_score_gemma":0.0003854022,"domain_scores_codex":[0.9955457,0.0001674955,0.000969925,0.001033823,0.001488576,0.0007944148],"domain_scores_gemma":[0.9824749,0.0151873,0.0003174034,0.0007919954,0.000695441,0.0005330233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004735612,0.0005361163,0.04463601,0.003139416,0.0008842952,0.006195627,0.0005394251,0.000003914252,0.000003138986,0.000007393756,0.924161,0.01515801],"study_design_scores_gemma":[0.03474817,0.01419976,0.009219742,0.00411704,0.0004037666,0.00001324351,0.00007195762,0.00005053221,0.000007185889,0.0001298089,0.936753,0.0002857986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002912105,0.0005596321,0.0007479662,0.9908239,0.0005897235,0.002938371,0.0002039306,0.00005853191,0.001165879],"genre_scores_gemma":[0.01206807,0.0007505594,0.000336715,0.9541822,0.007750126,0.001086962,0.001591159,0.0001100844,0.02212413],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07198803,"threshold_uncertainty_score":0.9998896,"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."}}