{"id":"W2106683180","doi":"10.1503/cmaj.060911","title":"Development of a triage protocol for critical care during an influenza pandemic","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":385,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ministry of the Environment, Conservation and Parks; University Health Network; University of Toronto; McMaster University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Triage; Protocol (science); Pandemic; Medicine; Medical emergency; Stakeholder; Prioritization; Coronavirus disease 2019 (COVID-19); Process management; Business; Pathology; Public relations; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001800634,0.00008976593,0.0001918612,0.0001725435,0.0007337454,0.0000203202,0.0001671416,0.0002731166,0.001346892],"category_scores_gemma":[0.001420743,0.00008017482,0.0000562326,0.00009594666,0.00001836249,0.0001180298,0.00002200571,0.0004982001,0.00003368088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364008,"about_ca_system_score_gemma":0.005140178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006935019,"about_ca_topic_score_gemma":0.05324386,"domain_scores_codex":[0.99748,0.0003520441,0.0008225335,0.0001209344,0.00068718,0.0005372477],"domain_scores_gemma":[0.9982198,0.0002520021,0.0002555686,0.00008384922,0.0004490616,0.0007396497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001624277,0.0005646546,0.6060268,0.004488433,0.0003424011,0.0003161844,0.0846671,0.00002008789,0.0005477561,0.01620264,0.1767946,0.1084051],"study_design_scores_gemma":[0.004097727,0.00005069987,0.05404834,0.0002885878,0.00001438152,0.000004717424,0.01046793,0.00002123963,0.00001864691,0.0003073265,0.9305624,0.0001180322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9013447,0.00002315985,0.001934882,0.003896703,0.0008999519,0.07588914,0.00007792319,0.00007345947,0.01586008],"genre_scores_gemma":[0.5985122,0.000002465479,0.01778433,0.02380031,0.009519842,0.3429129,0.00008738432,0.0001654016,0.007215182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7537678,"threshold_uncertainty_score":0.999566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07188571417188036,"score_gpt":0.4586402059129993,"score_spread":0.386754491741119,"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."}}