{"id":"W3195283109","doi":"10.1371/journal.pone.0254379","title":"Don’t close the book on tocilizumab for the treatment of severe COVID-19 pneumonia–the jury is still out: The Kuwait experience","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Tocilizumab; Medicine; Pneumonia; Viral pneumonia; Internal medicine; Coronavirus disease 2019 (COVID-19); Observational study; Coronavirus; Retrospective cohort study; Pediatrics; Intensive care medicine; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009591518,0.00007543436,0.000184082,0.0001284737,0.0005048179,0.0008124862,0.0002216111,0.0003778751,0.001937761],"category_scores_gemma":[0.002233821,0.0001004263,0.0001208868,0.0004684522,0.0004306722,0.0006274054,0.0002575537,0.0006341168,0.0002673467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004445869,"about_ca_system_score_gemma":0.0007333736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006875552,"about_ca_topic_score_gemma":0.02338241,"domain_scores_codex":[0.9996929,0.0001382637,0.0000321736,0.00002601805,0.00006048277,0.00005005249],"domain_scores_gemma":[0.9989055,0.000434228,0.0002942146,0.00003947288,0.0001082272,0.0002182588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001020305,0.000617868,0.6952555,0.0006824161,0.000177188,0.00517884,0.006954365,0.0001143806,0.002889317,0.0006444513,0.06081222,0.2256532],"study_design_scores_gemma":[0.000191231,0.00205994,0.907682,0.0009731803,0.0001515822,0.007443235,0.0100435,0.0001672253,0.0006391899,0.000305919,0.07030421,0.00003882661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479897,0.02211912,0.0001579037,0.02169443,0.0003874341,0.00004258128,0.0002142947,0.000009752443,0.007384795],"genre_scores_gemma":[0.9660785,0.01711098,0.0003744817,0.01191067,0.0008197901,0.00002400428,0.0002166524,0.00001729605,0.003447698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006875552,"threshold_uncertainty_score":0.01367104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1728027968082029,"score_gpt":0.4237248365377884,"score_spread":0.2509220397295855,"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."}}