{"id":"W4415717330","doi":"10.1016/j.gastrohep.2025.502608","title":"Progression of FIB-4 index predicts major adverse cardiovascular events in patients with metabolic dysfunction","year":2025,"lang":"en","type":"article","venue":"Gastroenterología y Hepatología","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Agencia Nacional de Investigación y Desarrollo","keywords":"Adverse effect; Disease; Cardiovascular event; Index (typography); Metabolic syndrome; Body mass index; Risk factor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005356458,0.0006860126,0.0006575412,0.0007542159,0.000540388,0.001046208,0.0004452647,0.000880405,0.001915642],"category_scores_gemma":[0.001785758,0.0003499327,0.0008246378,0.0007100852,0.000358738,0.000727987,0.0006451123,0.00150219,0.0003460482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698108,"about_ca_system_score_gemma":0.0003456998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266022,"about_ca_topic_score_gemma":0.001835257,"domain_scores_codex":[0.999751,0.00006033056,0.00002982137,0.00005225589,0.00003390883,0.00007260334],"domain_scores_gemma":[0.9991223,0.0002015928,0.0002915023,0.00006162602,0.00008253443,0.0002404499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004364611,0.00005538393,0.9978289,0.000006487168,0.00007393012,0.0001293813,0.00002614495,0.00004951293,0.0002106555,0.00002375538,0.00008238869,0.001076832],"study_design_scores_gemma":[0.00001592878,0.0001530551,0.9984748,0.000007632807,0.00007749306,0.0003233392,0.0001214449,0.0005409276,0.00006135218,0.0001011531,0.0001149391,0.000007945118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986026,0.000347175,0.0001166228,0.00009284274,0.00002138152,0.000005554607,0.0001625145,0.000006695369,0.0006446613],"genre_scores_gemma":[0.9991907,0.00009272977,0.0001020559,0.00005339679,0.00003547731,0.000005832783,0.0002957394,0.000002272214,0.0002216833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001915642,"threshold_uncertainty_score":0.006408453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004814679931175869,"score_gpt":0.2222694172818878,"score_spread":0.2174547373507119,"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."}}