{"id":"W4408392554","doi":"10.1016/j.aohep.2025.101903","title":"Updated recommendations for the management of metabolic dysfunction–associated steatotic liver disease (MASLD) by the Latin American working group","year":2025,"lang":"en","type":"article","venue":"Annals of Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Agencia Nacional de Investigación y Desarrollo; Novo Nordisk","keywords":"Medicine; Latin Americans; Internal medicine; Gerontology; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001785043,0.0001172553,0.0003271841,0.00007210074,0.0001391841,0.00000661636,0.0001211524,0.00002714241,0.00009651775],"category_scores_gemma":[0.00004208762,0.00006971285,0.0001884432,0.0003738003,0.0001659644,0.00002275009,0.00005598444,0.00006132612,0.000003477592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001450022,"about_ca_system_score_gemma":0.00004253889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004103948,"about_ca_topic_score_gemma":0.00006601313,"domain_scores_codex":[0.9990864,0.0001188348,0.000304488,0.000184714,0.0001128627,0.0001926699],"domain_scores_gemma":[0.9988292,0.0004317269,0.0002206222,0.0003203891,0.000140794,0.00005726881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007667965,0.002288771,0.706872,0.0001569263,0.008438483,0.0000142666,0.0001776537,0.00001295073,0.0000107161,0.04243331,0.1433171,0.09551101],"study_design_scores_gemma":[0.001850209,0.0002087022,0.8935398,0.0001995881,0.004303957,6.050276e-7,0.0006120645,0.001276836,0.0003550341,0.0008061799,0.09674579,0.0001012382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883332,0.01973425,0.0005970645,0.09242196,0.0003391247,0.002268275,0.0003095317,0.00004751503,0.0009503081],"genre_scores_gemma":[0.9918842,0.003979908,0.00009685552,0.002911765,0.00001094007,0.0003201699,0.0003213536,0.000009154603,0.0004656907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1866678,"threshold_uncertainty_score":0.2842807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05674388302493858,"score_gpt":0.332119945278891,"score_spread":0.2753760622539524,"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."}}