{"id":"W4225000221","doi":"10.2217/epi-2021-0343","title":"DNA Methylation Profile of Liver Tissue in End-Stage Cholestatic Liver Disease","year":2022,"lang":"en","type":"article","venue":"Epigenomics","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Biology; DNA methylation; Methylation; Liver disease; Liver tissue; Stage (stratigraphy); DNA; Cancer research; Genetics; Gene; Endocrinology; Biochemistry; Gene expression","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":[0.0001886997,0.0001272826,0.0002286213,0.0004619591,0.0001305612,0.0001701211,0.00009189604,0.0001487907,0.0009307967],"category_scores_gemma":[0.0005144321,0.00007044983,0.0001142295,0.0003357854,0.0001181342,0.00008012581,0.0001747515,0.0001644308,0.0001089474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514338,"about_ca_system_score_gemma":0.000103834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023751,"about_ca_topic_score_gemma":0.001689234,"domain_scores_codex":[0.9998858,0.00003499918,0.00001101489,0.00003485565,0.00001920438,0.00001422329],"domain_scores_gemma":[0.9998423,0.00003380602,0.00005960027,0.00001468956,0.0000242457,0.00002537511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001337236,0.00002641856,0.9024906,0.00006197575,0.0001395292,0.0001728979,0.0001636765,0.000206538,0.0866987,0.00004235102,0.00007659051,0.008583578],"study_design_scores_gemma":[0.00001028145,0.0001738812,0.992543,0.000004201538,0.00004707199,0.000543262,0.00007346523,0.0003990597,0.005923017,0.00004921378,0.0002305795,0.000002949497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989539,0.0002966264,0.0003028111,0.00001699537,0.000001334689,0.000003392782,0.0002695779,0.000004348507,0.0001508555],"genre_scores_gemma":[0.9992884,0.00006912948,0.0002171487,0.00001057429,0.000001990995,0.000003991089,0.0002712873,0.000001358547,0.0001360483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001023751,"threshold_uncertainty_score":0.003113806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295707614712143,"score_gpt":0.2737634735116481,"score_spread":0.2508063973645266,"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."}}