{"id":"W4407754760","doi":"10.1089/met.2024.0184","title":"A Comparison of Metabolic-Associated Fatty Liver Disease and Steatotic Liver Disease in a Cohort of Egyptian People Living with Human Immunodeficiency Virus","year":2025,"lang":"en","type":"article","venue":"Metabolic Syndrome and Related Disorders","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Fatty liver; Human immunodeficiency virus (HIV); Disease; Cohort; Liver disease; Steatosis; Cohort study; Internal medicine; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002079819,0.0003429316,0.001190844,0.0004971371,0.0001457819,0.000020705,0.0001034745,0.0001131759,0.0001104961],"category_scores_gemma":[0.0001110118,0.0002669043,0.0001849381,0.0008936865,0.0002989395,0.0001361557,0.0001073935,0.0002088893,0.000003148839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002801123,"about_ca_system_score_gemma":0.0001827569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003985097,"about_ca_topic_score_gemma":0.0005246778,"domain_scores_codex":[0.9979721,0.0001790839,0.0006310587,0.0005101117,0.000353372,0.0003542883],"domain_scores_gemma":[0.9988289,0.0001403478,0.0002441076,0.0003871323,0.0000923993,0.0003070571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001994613,0.004238728,0.989132,0.0004419204,0.001600018,0.00008056373,0.001880233,0.00007581581,0.00006605961,0.001282662,0.000007662315,0.000994898],"study_design_scores_gemma":[0.003575441,0.000205613,0.9872549,0.001147602,0.005780569,0.000005963736,0.0004734525,0.001146032,0.00003456465,0.0001113719,0.00002435131,0.0002401361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8730265,0.1254358,0.000007030782,0.00008505815,0.00003914191,0.001030629,0.00005848122,0.00003125616,0.000286123],"genre_scores_gemma":[0.9857491,0.01383546,0.00002016174,0.0000332076,0.00000211299,0.0001128833,0.00006136284,0.00002696263,0.0001587405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1127226,"threshold_uncertainty_score":0.9999783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007285347621534718,"score_gpt":0.2548071690273885,"score_spread":0.2475218214058538,"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."}}