{"id":"W2110361333","doi":"10.12927/hcq.2009.21054","title":"Development of a Critical Care Triage Protocol for Pandemic Influenza: Integrating Ethics, Evidence and Effectiveness","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Disaster Response and Management","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Triage; Pandemic; Protocol (science); Medicine; Pandemic influenza; Nursing; Medical emergency; Coronavirus disease 2019 (COVID-19); Alternative medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002853308,0.0001960774,0.0004068079,0.00012233,0.0006499115,0.00001628966,0.0001441281,0.0002581023,0.0000100923],"category_scores_gemma":[0.001098652,0.0001639999,0.0000536168,0.0001286974,0.00006337122,0.0001836542,0.00002945382,0.0006471782,0.000007804452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160874,"about_ca_system_score_gemma":0.001242486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001248796,"about_ca_topic_score_gemma":0.0006632602,"domain_scores_codex":[0.9964302,0.001542556,0.0008746062,0.0003829806,0.0002714102,0.0004982399],"domain_scores_gemma":[0.9956048,0.003199918,0.0002132263,0.000271583,0.0005347016,0.0001757912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003763594,0.0001775292,0.009207675,0.04850934,0.00002292248,0.000005574721,0.5061359,1.988064e-7,0.0008981271,0.03278101,0.0001304425,0.3983677],"study_design_scores_gemma":[0.01393977,0.01656242,0.2319072,0.04807994,0.0001073554,0.000006879281,0.5814657,0.00008822999,0.0004364169,0.01287245,0.09329717,0.00123644],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.453086,0.0007220427,0.03372483,0.007603795,0.0005087873,0.503206,0.00004558146,0.0003707602,0.0007322693],"genre_scores_gemma":[0.7995072,0.000001048575,0.006399581,0.001875846,0.00007861476,0.1920938,0.00000408501,0.00001774763,0.00002202435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3971313,"threshold_uncertainty_score":0.6687722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3076258397349991,"score_gpt":0.586034276363435,"score_spread":0.2784084366284359,"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."}}