{"id":"W4402288436","doi":"10.5770/cgj.27.731","title":"COVID-19–Associated Outcomes of Critical Illness in Patients with Frailty: a Cohort Study","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Critical illness; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort; Cohort study; Pandemic; Intensive care medicine; Critically ill; Internal medicine; Virology; Disease; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007556328,0.0002031489,0.0005392631,0.001099042,0.0001272737,0.00009276522,0.000170888,0.000141969,0.0004560305],"category_scores_gemma":[0.005162679,0.0001634831,0.0000912933,0.001052303,0.0001043832,0.0001428917,0.0000212553,0.0006990312,0.00001367324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002163692,"about_ca_system_score_gemma":0.005356658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02007172,"about_ca_topic_score_gemma":0.08571702,"domain_scores_codex":[0.9977901,0.0001258845,0.0005614137,0.0002819673,0.0007113975,0.0005292612],"domain_scores_gemma":[0.9971141,0.0003092169,0.00008309623,0.0002444022,0.0003763766,0.001872816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005197138,0.0003780589,0.9909782,0.00009190946,0.0002336258,0.001854712,0.001548432,0.00001620664,5.190242e-7,0.00004501828,0.003936736,0.0008646125],"study_design_scores_gemma":[0.003390443,0.0005626318,0.9927852,0.0000969223,0.0002920799,0.00008366782,0.0005911478,0.0000707506,0.000001068235,0.0001155186,0.00180885,0.0002017263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917943,0.0002266392,0.00008652652,0.005658516,0.0009132463,0.0007590903,0.0001479747,0.00003190255,0.0003817753],"genre_scores_gemma":[0.9984897,0.000008969911,0.0001007255,0.0009325927,0.00008699833,0.00001474636,0.00002594709,0.00004305025,0.0002972198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0656453,"threshold_uncertainty_score":0.9864537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859653520676693,"score_gpt":0.3032033910987414,"score_spread":0.2846068558919745,"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."}}