{"id":"W4293764495","doi":"10.1016/j.jiac.2022.08.021","title":"Clinical effect of early administration of tocilizumab following the initiation of corticosteroid therapy for patients with COVID-19","year":2022,"lang":"en","type":"article","venue":"Journal of Infection and Chemotherapy","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Association of Emergency Physicians","funders":"","keywords":"Tocilizumab; Medicine; Corticosteroid; Internal medicine; Coronavirus disease 2019 (COVID-19); Gastroenterology; Anesthesia; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.001763279,0.00008082003,0.0004461921,0.00009437658,0.00008955364,0.00000524385,0.00004846411,0.0000402998,0.00003035734],"category_scores_gemma":[0.003372689,0.00004646097,0.0002786025,0.0001638941,0.0001143981,0.00006399233,0.00001504322,0.0002077829,3.021421e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006939713,"about_ca_system_score_gemma":0.0003268546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001891491,"about_ca_topic_score_gemma":0.000003184351,"domain_scores_codex":[0.9983589,0.0002422319,0.0007515092,0.0000904894,0.0004777793,0.00007906146],"domain_scores_gemma":[0.9949418,0.003646198,0.0009004397,0.0001077909,0.0003281989,0.00007561813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0244268,0.0007180322,0.9445829,0.0002290026,0.0004402679,0.000001356448,0.0004354184,0.00002469055,0.0009955276,0.000009849496,0.00007584484,0.02806025],"study_design_scores_gemma":[0.0233324,0.07252359,0.8979306,0.00007851082,0.0001308912,0.000005102353,0.00005425823,0.00005895993,0.003863498,0.00009810855,0.001869844,0.00005422362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964634,0.00007810287,0.001428445,0.001197372,0.0001108753,0.0006984041,0.000006692386,0.000003428253,0.00001333999],"genre_scores_gemma":[0.9985265,0.0006086218,0.00006746143,0.0007012179,0.00005249483,0.0000204757,0.000003224335,0.000009042109,0.00001092698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07180556,"threshold_uncertainty_score":0.4037667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03844153421452131,"score_gpt":0.4296871365381027,"score_spread":0.3912456023235814,"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."}}