{"id":"W4414749657","doi":"10.15584/ejcem.2025.3.16","title":"Characterization of anti-steatogenic long noncoding RNAs and their epigenetic influence on the development of metabolic fatty liver disease – a systematic review","year":2025,"lang":"en","type":"article","venue":"European Journal of Clinical and Experimental Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fatty liver; Epigenetics; Transcriptome; Disease; Gene expression; Long non-coding RNA; Gluconeogenesis; microRNA","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001320607,0.0001444754,0.0009540874,0.00007004033,0.00004976827,0.000004834842,0.00009383717,0.00001322932,0.00002466658],"category_scores_gemma":[0.0004917936,0.00006653442,0.0001337966,0.000104184,0.0002288829,0.00004227294,0.00006010147,0.0001065834,0.000001728532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008391037,"about_ca_system_score_gemma":0.00008008727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.425196e-7,"about_ca_topic_score_gemma":9.022221e-8,"domain_scores_codex":[0.9975914,0.0004520121,0.001508188,0.0001364403,0.000229818,0.00008217343],"domain_scores_gemma":[0.9984891,0.000323075,0.0006891139,0.0001716499,0.0001248759,0.0002022114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003301248,0.00730871,0.6421348,0.1956135,0.007129056,0.0008768634,0.009779894,0.000002972007,0.1038242,0.00169983,0.0001249447,0.02820398],"study_design_scores_gemma":[0.001885618,0.0005796762,0.8509732,0.1227239,0.001119866,0.00001739618,0.0002326691,0.000009699104,0.02235503,0.000003807791,0.00004269597,0.00005652641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023721,0.09605844,0.0001148069,0.0007769907,0.00007839836,0.0005035942,0.000003036577,0.000002252335,0.0000903391],"genre_scores_gemma":[0.9772331,0.02148787,0.00006492998,0.001132845,0.00004838289,0.00000654115,0.000003571207,0.000007757343,0.00001505435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2088384,"threshold_uncertainty_score":0.2713195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05281133787614403,"score_gpt":0.3502821857045161,"score_spread":0.2974708478283721,"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."}}