{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004287451,0.0001221788,0.0001613531,0.0002685241,0.0001535587,0.000208218,0.0001256658,0.0001652954,0.0009231674],"category_scores_gemma":[0.002223402,0.00006369835,0.0001444129,0.0002626632,0.0001415619,0.0001939378,0.0002622316,0.0003397428,0.00006714294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279994,"about_ca_system_score_gemma":0.0002322586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001686609,"about_ca_topic_score_gemma":0.002561476,"domain_scores_codex":[0.9997547,0.00007092392,0.00002466198,0.00004713345,0.00005836541,0.00004416408],"domain_scores_gemma":[0.998754,0.0002343943,0.0006491807,0.00005583491,0.0001457928,0.0001606097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001480023,0.00001407607,0.9979571,0.000006648977,0.00002579507,0.00002728012,0.00002924035,0.00004517619,0.0003801234,0.00001591497,0.00002998168,0.001320638],"study_design_scores_gemma":[0.000004688701,0.0001078683,0.9992281,0.000003512385,0.00001220686,0.00009384282,0.00004245872,0.0002464775,0.0001704601,0.00002740092,0.00006116528,0.000001893767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994739,0.0001451186,0.0001144676,0.00003409461,0.000002982799,0.000002633064,0.00007345533,0.000001488781,0.0001519684],"genre_scores_gemma":[0.9997695,0.0000375196,0.0000537194,0.000008949724,0.000004543907,0.000001731945,0.00008488315,4.470891e-7,0.00003872737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001686609,"threshold_uncertainty_score":0.003353655,"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."}}