{"id":"W4410708099","doi":"10.1016/j.jhepr.2025.101455","title":"Type II fibre atrophy and nuclear disruption in decompensated cirrhosis","year":2025,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta","funders":"Institute of Nutrition, Metabolism and Diabetes; Faculty of Medicine and Dentistry, University of Alberta; University Hospital Foundation; Canada Foundation for Innovation; Canadian Institutes of Health Research; Canadian Liver Foundation; University of Alberta; Canadian Association for the Study of the Liver; Canadian Donation and Transplantation Research Program","keywords":"Atrophy; Cirrhosis; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001343025,0.00006025933,0.0001645169,0.0001437904,0.00008953317,0.0000102754,0.00001211515,0.00006124899,0.0001915231],"category_scores_gemma":[0.00006100649,0.00005768086,0.00002257102,0.0002421598,0.00002243362,0.0000351722,0.00003288919,0.0001219954,0.000006314774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006430021,"about_ca_system_score_gemma":0.00004584766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007038326,"about_ca_topic_score_gemma":0.00001234198,"domain_scores_codex":[0.999337,0.00001427528,0.0002745567,0.0001783769,0.0000761398,0.0001196973],"domain_scores_gemma":[0.999657,0.00001249776,0.00006252036,0.0001548345,0.00004762677,0.00006554516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004447899,0.0003966328,0.9283145,0.001224233,0.0000472477,0.002344894,0.0009042443,0.000001974817,0.01354439,0.00272771,0.01705201,0.03299735],"study_design_scores_gemma":[0.0009028797,0.0001641696,0.845502,0.0007058445,0.00003458068,0.0004460027,0.0001126302,0.000313252,0.0001696287,0.001483419,0.1500676,0.00009802524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805258,0.0004548372,0.000004019189,0.003830003,0.0002878575,0.0002078486,4.165893e-7,0.0000585035,0.01463073],"genre_scores_gemma":[0.9966868,0.0002064046,0.0006970782,0.001465091,0.0000419071,0.000004508197,0.00001338251,0.000008155195,0.0008766476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1330156,"threshold_uncertainty_score":0.2352157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631844964273129,"score_gpt":0.3308491466232983,"score_spread":0.3145306969805671,"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."}}