{"id":"W4387582260","doi":"10.1016/j.chest.2023.10.011","title":"The Association Between Prepandemic ICU Performance and Mortality Variation in COVID-19","year":2023,"lang":"en","type":"article","venue":"CHEST Journal","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Association (psychology); Emergency medicine; Virology; Internal medicine; Outbreak; Disease; Psychology","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":[0.002337294,0.0003453607,0.0004244713,0.0009671325,0.0008934737,0.001409448,0.0009130343,0.0008894319,0.003146386],"category_scores_gemma":[0.008464623,0.0002700924,0.0006775012,0.001925726,0.0004422417,0.0006139129,0.001314556,0.001508091,0.0004828803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005884003,"about_ca_system_score_gemma":0.0007522284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007219464,"about_ca_topic_score_gemma":0.007823129,"domain_scores_codex":[0.9965537,0.0009906497,0.0004868934,0.0007831659,0.0003821329,0.0008035098],"domain_scores_gemma":[0.9901917,0.001808368,0.004326705,0.001204208,0.0009822838,0.001486681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003537141,0.00004946157,0.9978288,0.00001092189,0.0001070808,0.00003414321,0.00006721008,0.0000255845,0.0002830859,0.0000584837,0.0003016954,0.0008798307],"study_design_scores_gemma":[0.000007767748,0.00008922356,0.9994121,0.000007017361,0.00001907233,0.0000505883,0.0001015359,0.00004182434,0.0000428877,0.00002317416,0.0002013593,0.000003629376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961261,0.0004859536,0.0001442457,0.0001451741,0.00003748719,0.0000150254,0.001873967,0.000005686338,0.00116629],"genre_scores_gemma":[0.9976332,0.00009076546,0.00009604451,0.00008709629,0.00003864388,0.00001961945,0.001674333,0.00001052819,0.0003497069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007219464,"threshold_uncertainty_score":0.01435488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116858279790332,"score_gpt":0.4615790844711861,"score_spread":0.3498932564921529,"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."}}