{"id":"W3126928631","doi":"10.1016/s2666-5247(20)30223-8","title":"COVID-19 cytokine storm syndrome: a threshold concept","year":2021,"lang":"en","type":"article","venue":"The Lancet Microbe","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cytokine storm; Medicine; Cytokine; Immunology; Immune system; ARDS; Coronavirus disease 2019 (COVID-19); Internal medicine; Lung","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000402407,0.0001472055,0.0004911184,0.0000434145,0.0002029228,0.00003916189,0.0002758394,0.00008710018,0.003072239],"category_scores_gemma":[0.0003483621,0.0001002587,0.0001182665,0.0003124684,0.0002391862,0.00006064516,0.0002333534,0.000463102,0.00038411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349504,"about_ca_system_score_gemma":0.0009698245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007019508,"about_ca_topic_score_gemma":0.00004901309,"domain_scores_codex":[0.9987049,0.00007900539,0.0002436377,0.0002552078,0.0002653552,0.0004518629],"domain_scores_gemma":[0.9987293,0.00007703059,0.00006015537,0.0008374103,0.00009946498,0.0001966335],"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":[0.0005016713,0.0003195895,0.02179959,0.0005719822,0.0004251407,0.003820313,0.003827099,0.00005914395,0.1911332,0.004600039,0.7701828,0.002759482],"study_design_scores_gemma":[0.003569538,0.0001170004,0.01092032,0.00007433657,0.00005450688,0.002063924,0.0008170549,0.00005112915,0.01128107,0.0003713902,0.970505,0.0001747437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902578,0.01477537,0.0003190326,0.07486438,0.0002221255,0.0006312041,0.0000735154,0.0002411611,0.01861535],"genre_scores_gemma":[0.9500948,0.0008405807,0.0001781308,0.03172658,0.0002872383,0.00003453549,0.0001270465,0.00003913341,0.01667199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2003222,"threshold_uncertainty_score":0.9978391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0473051510753945,"score_gpt":0.3291558379373943,"score_spread":0.2818506868619998,"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."}}