{"id":"W1999386361","doi":"10.12927/hcq.2013.21671","title":"Adapting the Hamilton Health Sciences Critical Care Pandemic Triage Protocol","year":2010,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Disaster Response and Management","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Triage; Pandemic; Absenteeism; Health care; Influenza pandemic; Protocol (science); Intensive care; Medicine; Nursing; Coronavirus disease 2019 (COVID-19); H1n1 pandemic; Plan (archaeology); Medical emergency; Psychology; Political science; Intensive care medicine; Alternative medicine; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003644637,0.0002496428,0.0003614225,0.0001471866,0.003686005,0.0000734482,0.0005638186,0.0001956191,0.0002522809],"category_scores_gemma":[0.0002068912,0.0001642485,0.00009944801,0.0003656205,0.0003197991,0.0002161147,0.0000639729,0.00159098,0.0003697401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604274,"about_ca_system_score_gemma":0.001713823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002629079,"about_ca_topic_score_gemma":0.0116379,"domain_scores_codex":[0.9944787,0.002162882,0.0009253655,0.0005697809,0.0005817977,0.001281461],"domain_scores_gemma":[0.9973202,0.001071678,0.0002953611,0.0007185135,0.0002193065,0.0003749483],"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":[0.0005631645,0.0001697601,0.01490986,0.005754583,0.00002120649,0.0000240256,0.3662545,7.428479e-7,0.0002175988,0.1520453,0.01790095,0.4421383],"study_design_scores_gemma":[0.001656588,0.003243506,0.009586602,0.0006156209,0.00001255642,0.00001112529,0.2798133,0.00009574885,0.000003676747,0.002395645,0.7022198,0.0003457759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.3383649,0.0006320198,0.002067503,0.2068305,0.0083346,0.3806154,0.0001505222,0.001709644,0.06129485],"genre_scores_gemma":[0.8888192,0.000004313479,0.000736271,0.01451436,0.0009176445,0.09395546,0.000009572959,0.00004171323,0.001001487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6843189,"threshold_uncertainty_score":0.997611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359334324734131,"score_gpt":0.522815993878773,"score_spread":0.3868825614053598,"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."}}