{"id":"W4362595644","doi":"10.1158/1538-7445.am2023-3010","title":"Abstract 3010: Epigenetic age acceleration in older adults with hematologic malignancies","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Cytopenia; Internal medicine; Epigenetics; Oncology; DNA methylation; Bone marrow; Biology; Genetics","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":[0.0003712352,0.0001598607,0.0002030671,0.0003149876,0.0002604935,0.0003399075,0.0001638267,0.0002095861,0.002216155],"category_scores_gemma":[0.001002563,0.00008093298,0.0002047855,0.0005292323,0.0001002005,0.0002426577,0.0003470337,0.0003071659,0.0003250005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889343,"about_ca_system_score_gemma":0.0002060172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001651194,"about_ca_topic_score_gemma":0.002507087,"domain_scores_codex":[0.999873,0.0000296489,0.00001380724,0.00004071385,0.00002207525,0.00002075798],"domain_scores_gemma":[0.9995921,0.00004274523,0.0002042287,0.00003412227,0.00006850552,0.00005830534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002683985,0.00004858991,0.9913743,0.00002195016,0.00003373251,0.00004411884,0.00005312347,0.00006265866,0.000859748,0.00002174576,0.0003581286,0.006853469],"study_design_scores_gemma":[0.000009328511,0.000163989,0.9987577,0.000005802969,0.00002571556,0.0001204843,0.00003956992,0.0001411339,0.0001890166,0.00003601388,0.0005095118,0.000001804807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968145,0.0003336181,0.0003166087,0.00008124395,0.000008703922,0.00002354896,0.001639723,0.00001197951,0.0007700857],"genre_scores_gemma":[0.9980767,0.0001188478,0.0002540986,0.0000692271,0.0000195738,0.00002654185,0.0009412587,0.000002973367,0.0004906412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002216155,"threshold_uncertainty_score":0.007413805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071811670507081,"score_gpt":0.4101375395545209,"score_spread":0.3029563725038129,"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."}}