{"id":"W4416822426","doi":"10.1016/j.gastha.2025.100854","title":"MAM and LDL Receptor Class A Domain Containing 1 Deficiency Aggravates Hepatic Fibrosis in Diet-induced Metabolic Dysfunction-associated Steatohepatitis","year":2025,"lang":"en","type":"article","venue":"Gastro Hep Advances","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Saban Research Institute; NASPGHAN Foundation; National Institutes of Health; Canadian Health Libraries Association; Children's Hospital Los Angeles","keywords":"Steatohepatitis; Hepatic fibrosis; Fibrosis; Domain (mathematical analysis); LDL receptor; Steatosis; Fatty liver","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001689568,0.0002969098,0.0004380686,0.000269722,0.0001637038,0.0001620951,0.0001795744,0.0002986587,0.00201547],"category_scores_gemma":[0.0001291067,0.000170557,0.0002947013,0.0001413586,0.0002501756,0.0001810638,0.0002308613,0.0006131895,0.0002799071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364219,"about_ca_system_score_gemma":0.0001700147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000303141,"about_ca_topic_score_gemma":0.0005762132,"domain_scores_codex":[0.9998916,0.00002838364,0.0000139655,0.00001574229,0.00001821822,0.00003201055],"domain_scores_gemma":[0.9999073,0.000009069588,0.00002968358,0.000009999294,0.000005128762,0.00003883312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007641876,0.000482707,0.003728495,0.0001629664,0.00005197092,0.0005000419,0.00003647771,0.00008620694,0.9819339,0.0001992646,0.0002244907,0.004951638],"study_design_scores_gemma":[0.001353455,0.009108947,0.2246997,0.00007490213,0.0005389011,0.005488117,0.0006264682,0.00553976,0.7433507,0.0008035693,0.008361068,0.00005435669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980959,0.0007338009,0.0004794818,0.0001184878,0.00004982796,0.00001010013,0.0001234373,0.00002694464,0.0003619127],"genre_scores_gemma":[0.997577,0.000488519,0.0005592743,0.00008755892,0.00001676339,0.0000169127,0.0001960833,0.000007001497,0.00105086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00201547,"threshold_uncertainty_score":0.006742418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007372042998446834,"score_gpt":0.2525628876205439,"score_spread":0.245190844622097,"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."}}