{"id":"W4283022274","doi":"10.1038/s41591-022-01843-x","title":"Redefining critical illness","year":2022,"lang":"en","type":"review","venue":"Nature Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":363,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health; Western University; St. Michael's Hospital; University Health Network; University of Toronto; University of British Columbia; Kingston Health Sciences Centre; Queen's University","funders":"National Institute for Health and Care Research","keywords":"Critical illness; Intensive care medicine; Medicine; Critically ill; Translational research; Clinical Practice; Clinical trial; Nursing; Pathology","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":[0.001505293,0.001266002,0.001943263,0.002383109,0.0003489409,0.001758771,0.0007810277,0.001953499,0.006191505],"category_scores_gemma":[0.002703051,0.000385486,0.0007684497,0.002002617,0.0008526382,0.002286044,0.001395153,0.004116178,0.001794124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107381,"about_ca_system_score_gemma":0.002697322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488032,"about_ca_topic_score_gemma":0.004516282,"domain_scores_codex":[0.9995591,0.0001359584,0.00007476148,0.00005489398,0.0001270133,0.0000483321],"domain_scores_gemma":[0.9989012,0.0006329562,0.0001686758,0.00002823011,0.000183081,0.00008582232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001365572,0.00007254755,0.00009912584,0.04458494,0.0001946048,0.0001022793,0.00008924725,0.0002438783,0.0005270575,0.0052017,0.07603431,0.8727137],"study_design_scores_gemma":[0.0001235467,0.0001400746,0.0006377426,0.02707228,0.0004017059,0.0004476569,0.00008145894,0.00009286372,0.0001379681,0.003626958,0.9672135,0.00002432023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000236559,0.9982349,0.00004607884,0.0006340796,0.000537611,0.000003848609,0.000008019782,0.0000035597,0.0005083493],"genre_scores_gemma":[0.00037834,0.9972646,0.0001196678,0.001251369,0.0006070098,0.000007613115,0.00001422295,0.000001255676,0.0003558843],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006191505,"threshold_uncertainty_score":0.02071261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1957325645519182,"score_gpt":0.486792613722177,"score_spread":0.2910600491702588,"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."}}