{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002750834,0.0002323919,0.0001554548,0.0006354789,0.0002116078,0.0002339671,0.000135927,0.0002355943,0.002602515],"category_scores_gemma":[0.000972765,0.0001030826,0.0001297828,0.0003778574,0.0003113054,0.0002072182,0.0002700695,0.0002722813,0.0002186728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730669,"about_ca_system_score_gemma":0.0001802003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001026027,"about_ca_topic_score_gemma":0.001710181,"domain_scores_codex":[0.9999024,0.0000278614,0.00001162189,0.00001843735,0.00002006935,0.00001967306],"domain_scores_gemma":[0.998946,0.0001722981,0.0005949006,0.00003288279,0.00007400816,0.0001799631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002006537,0.00001449726,0.9953754,0.00001685435,0.00001264942,0.0003902412,0.00003325344,0.00004499829,0.001750711,0.00001087586,0.00003998336,0.002109871],"study_design_scores_gemma":[0.000003522963,0.00009406712,0.9977477,0.000006679063,0.000008185231,0.00168426,0.00006105393,0.00009347886,0.0002125986,0.00002635061,0.00006093277,0.00000117173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991887,0.0004125519,0.00009001848,0.00003653982,0.000003451972,0.00000319395,0.00002920271,0.000003228888,0.0002331591],"genre_scores_gemma":[0.9996649,0.0001043221,0.00008937364,0.00001078049,0.000007325629,0.000001679262,0.0000430057,8.40375e-7,0.00007779311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002602515,"threshold_uncertainty_score":0.008706272,"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."}}