{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009453178,0.0004055322,0.0004066871,0.0009333676,0.001085688,0.001064568,0.0006689627,0.00049011,0.001367722],"category_scores_gemma":[0.001962594,0.0003199025,0.0006182271,0.001430283,0.0004769708,0.0005887642,0.0009926812,0.0007774257,0.0002317929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078213,"about_ca_system_score_gemma":0.001414481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.085243,"about_ca_topic_score_gemma":0.1129824,"domain_scores_codex":[0.9993942,0.00008625903,0.00005554546,0.000156422,0.0001237041,0.0001839259],"domain_scores_gemma":[0.9985418,0.000105318,0.0005091195,0.0001297659,0.0002267504,0.0004871755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007609584,0.00002789945,0.9993057,0.000006287068,0.00003345741,0.00004683154,0.00008306163,0.000008368095,0.00004078967,0.000007361993,0.00007683483,0.0002872783],"study_design_scores_gemma":[0.00001192204,0.00009989344,0.9993215,0.00001064064,0.00002077728,0.000129296,0.0002031847,0.00006183737,0.00001098134,0.00001142157,0.0001148839,0.000003687539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988865,0.0001774367,0.0000383653,0.00003461193,0.000007737291,0.00003416243,0.0005952573,0.000001307093,0.0002245226],"genre_scores_gemma":[0.9988305,0.0001152916,0.00006065478,0.00003937145,0.00001527402,0.00003056982,0.0007864055,0.000001345498,0.0001206146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.085243,"threshold_uncertainty_score":0.1694936,"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."}}