{"id":"W3190020981","doi":"10.1016/j.chest.2021.04.065","title":"What Can Simulations Tell Us About Triage Protocols in a Real Pandemic?","year":2021,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Triage; Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medical emergency; Intensive care medicine; Virology; Pathology; Infectious disease (medical specialty); Disease; Outbreak","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":[0.01450541,0.0005961685,0.0008377706,0.0007224011,0.003898284,0.006146201,0.001928268,0.03347583,0.01613089],"category_scores_gemma":[0.2256312,0.0007403017,0.0009494436,0.0004672815,0.004227067,0.01054154,0.002371002,0.02481845,0.005289866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003478872,"about_ca_system_score_gemma":0.005485231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007325188,"about_ca_topic_score_gemma":0.01151945,"domain_scores_codex":[0.9899228,0.007604005,0.0007186441,0.0002364656,0.001092746,0.0004253079],"domain_scores_gemma":[0.7530873,0.2224015,0.005564232,0.002996447,0.00791448,0.008035957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008969723,0.0005413123,0.01214309,0.0005930378,0.0001921007,0.005370719,0.004738445,0.004996211,0.0003254532,0.02671632,0.8802718,0.06321466],"study_design_scores_gemma":[0.0006244179,0.0006311196,0.004751642,0.004023727,0.0001561764,0.003750767,0.01957626,0.01598702,0.0006882906,0.3312284,0.6181657,0.0004164879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001496416,0.0008390452,0.0005922155,0.9877153,0.002676116,0.00001686277,0.00009210732,0.00004462267,0.006527281],"genre_scores_gemma":[0.1403881,0.007761164,0.005284493,0.8188368,0.0180233,0.0003255224,0.0002493286,0.0001430515,0.008988342],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03347583,"threshold_uncertainty_score":0.07671279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1956651039629296,"score_gpt":0.4731962706704794,"score_spread":0.2775311667075498,"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."}}