{"id":"W1974211469","doi":"10.12927/hcq.2014.23833","title":"Identifying Prioritization Criteria to Supplement Critical Care Triage Protocols for the Allocation of Ventilators during a Pandemic Influenza","year":2014,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Disaster Response and Management","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Hospital for Sick Children; Trillium Health Centre; William Osler Health System; Children's Hospital of Western Ontario; University Health Network; Canadian Institute for Advanced Research; London Health Sciences Centre; McMaster University","funders":"","keywords":"Triage; Prioritization; Pandemic; Medicine; Protocol (science); Medical emergency; H1n1 pandemic; Influenza pandemic; Health care; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Alternative medicine; Business; Process management; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1104642,0.0007647066,0.0009580211,0.008697157,0.004785658,0.005909206,0.00255963,0.002075191,0.003032499],"category_scores_gemma":[0.3012164,0.0007340854,0.000862268,0.003212692,0.002028955,0.004485773,0.004578597,0.002045767,0.0006254856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008291645,"about_ca_system_score_gemma":0.03995966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000149,"about_ca_topic_score_gemma":0.02422965,"domain_scores_codex":[0.9113007,0.05328832,0.01330073,0.002407335,0.01619697,0.003506036],"domain_scores_gemma":[0.7061504,0.1783278,0.03093354,0.00805199,0.07075939,0.005776959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002416459,0.001754377,0.1884765,0.003616838,0.0002261763,0.0009573485,0.02978117,0.01378627,0.01028422,0.05052489,0.03993572,0.65824],"study_design_scores_gemma":[0.001826824,0.007080025,0.2877978,0.01260451,0.0008718795,0.002843743,0.1066871,0.2737218,0.0385938,0.1010567,0.1659017,0.001014058],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7018126,0.002551314,0.2083638,0.02241983,0.00118792,0.01863806,0.0009121793,0.0006511596,0.04346314],"genre_scores_gemma":[0.7297471,0.0004359233,0.2623321,0.001358541,0.0001414388,0.003927367,0.0006176984,0.00007628619,0.001363533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1104642,"threshold_uncertainty_score":0.5841976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320562014141008,"score_gpt":0.5213588232654733,"score_spread":0.3893026218513725,"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."}}