{"id":"W4412933408","doi":"10.7759/cureus.89355","title":"Evidence From a Systematic Review of Non-alcoholic Fatty Liver Disease (NAFLD)/Metabolic Dysfunction-Associated Fatty Liver Disease (MASLD) Fueling Cardiovascular Risk","year":2025,"lang":"en","type":"review","venue":"Cureus","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fatty liver; Internal medicine; Confounding; Nonalcoholic fatty liver disease; Cochrane Library; Disease; Observational study; Steatohepatitis; Meta-analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0159868,0.002455052,0.01343241,0.01174605,0.0009395571,0.004021825,0.002849849,0.002736986,0.006859505],"category_scores_gemma":[0.08399628,0.001465234,0.01239843,0.01299111,0.001177766,0.003112307,0.002217128,0.001660716,0.0007281465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00469878,"about_ca_system_score_gemma":0.01520069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091378,"about_ca_topic_score_gemma":0.03532696,"domain_scores_codex":[0.9814293,0.006428085,0.007796111,0.001306159,0.002644392,0.0003958946],"domain_scores_gemma":[0.9562826,0.02992019,0.008033139,0.0008959848,0.004409847,0.0004582466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001802065,0.000006430417,0.0004577158,0.9714565,0.0165756,0.00007841012,0.0001026174,0.00006316011,0.00009450681,0.0001212841,0.0009655004,0.009898053],"study_design_scores_gemma":[0.0003166235,0.0001144961,0.00276932,0.799825,0.185528,0.0001863561,0.000151067,0.00007310091,0.0001505774,0.0002905834,0.01055836,0.00003643507],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001844491,0.9931846,0.0005714989,0.00060646,0.0002853487,0.001209195,0.001596919,0.00002761682,0.0006737677],"genre_scores_gemma":[0.02482769,0.9687895,0.00169793,0.001239038,0.000151601,0.002201624,0.0008354186,0.00001850616,0.0002385519],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0159868,"threshold_uncertainty_score":0.08454728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04527940049823213,"score_gpt":0.3089395905938164,"score_spread":0.2636601900955842,"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."}}