{"id":"W4396503379","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a5420","title":"Evaluating a Canadian Crisis Standards of Care Policy During the COVID-19 Surge in New York City: A Simulated Observational Cohort Study","year":2024,"lang":"en","type":"article","venue":"","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Observational study; Surge Capacity; Cohort; 2019-20 coronavirus outbreak; Surge; Computer science; Meteorology; Geography; Medicine; Statistics; Virology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01033337,0.001111663,0.00109914,0.001538776,0.006599049,0.002405879,0.004172473,0.002905121,0.00325045],"category_scores_gemma":[0.01969877,0.001139066,0.001988352,0.002863943,0.001617812,0.001348766,0.002305703,0.002790709,0.0005251667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07062694,"about_ca_system_score_gemma":0.1034626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9782127,"about_ca_topic_score_gemma":0.980778,"domain_scores_codex":[0.9947076,0.001654112,0.0002115614,0.0007186198,0.0009450661,0.001763005],"domain_scores_gemma":[0.9832894,0.003120252,0.002390281,0.001306624,0.005843037,0.004050444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002268364,0.004897612,0.9706907,0.00008576,0.000764173,0.000313176,0.002436539,0.003546078,0.0002039975,0.0007331679,0.008585726,0.005474729],"study_design_scores_gemma":[0.001587705,0.003195259,0.9539034,0.000190095,0.0005450908,0.0001275826,0.01447855,0.02142575,0.0002437311,0.0004389219,0.003603296,0.000260561],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949669,0.00008553819,0.0003155009,0.0005526505,0.00003292119,0.0004729631,0.002900674,0.00001295501,0.0006597886],"genre_scores_gemma":[0.9924913,0.000209125,0.001169144,0.0004519706,0.00003008852,0.0009116653,0.004012875,0.0000121069,0.0007117381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07062694,"threshold_uncertainty_score":0.5124367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2582964210165188,"score_gpt":0.5381106863857373,"score_spread":0.2798142653692185,"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."}}