{"id":"W4391656882","doi":"10.1097/cce.0000000000001044","title":"Association of Epigenetic Age and Outcome in Critically Ill Patients","year":2024,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; Centre for Global Health Research","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Epigenetics; Sepsis; Medicine; Critically ill; DNA methylation; Septic shock; Pediatrics; Internal medicine; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0001233384,0.00008325295,0.0001058168,0.00006970952,0.0000368221,0.00004558247,0.00004681545,0.0001253356,0.00001160226],"category_scores_gemma":[0.002772343,0.00008672653,0.00004421803,0.0001093971,0.00006118604,0.000009568382,0.00004252739,0.00007722161,0.000005286416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003113379,"about_ca_system_score_gemma":0.0000344363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006122566,"about_ca_topic_score_gemma":0.00008037831,"domain_scores_codex":[0.9991518,0.00006805036,0.0002768105,0.0002214134,0.0001361693,0.0001458118],"domain_scores_gemma":[0.9990364,0.000104863,0.00001480774,0.0001223933,0.000661541,0.00005997336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004709921,0.0005030032,0.6258879,0.001412895,0.00008672408,0.00004414179,0.003236372,0.0001930657,0.3035344,0.03523339,0.0009155344,0.0289054],"study_design_scores_gemma":[0.002025215,0.002230421,0.6867082,0.0003198551,0.00035835,0.000001723378,0.004184843,0.001181272,0.2235286,0.02915668,0.04889235,0.001412426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789615,0.005144834,0.01195259,0.001662328,0.0003824748,0.0002038303,0.0001059424,0.00001751527,0.001568957],"genre_scores_gemma":[0.9982415,0.0001368615,0.001075562,0.0001512972,0.00007259876,0.00002861215,0.0001927453,0.00001412729,0.00008670138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08000581,"threshold_uncertainty_score":0.3536606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433231872125548,"score_gpt":0.3234392774558955,"score_spread":0.29910695873464,"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."}}