{"id":"W4401821832","doi":"10.1016/j.jhepr.2024.101193","title":"Differential prevalence and prognostic value of metabolic syndrome components among patients with MASLD","year":2024,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"Stichting voor Lever- en Maag-Darm Onderzoek","keywords":"Medicine; Internal medicine; National Health and Nutrition Examination Survey; Metabolic syndrome; Hypertriglyceridemia; Population; Diabetes mellitus; Obesity; Fatty liver; Disease; Endocrinology; Triglyceride; Cholesterol; Environmental health","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":[0.000484241,0.0003702029,0.0003301833,0.000806033,0.0003223228,0.0006751357,0.000266742,0.0004400193,0.001577919],"category_scores_gemma":[0.002048728,0.0001934779,0.0003130519,0.0007654852,0.0002581538,0.0004964985,0.0004534504,0.000572867,0.000216569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954362,"about_ca_system_score_gemma":0.0001934631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374436,"about_ca_topic_score_gemma":0.001987594,"domain_scores_codex":[0.9997322,0.00006803297,0.0000385442,0.0000701133,0.00004620455,0.00004492054],"domain_scores_gemma":[0.9990625,0.0002173461,0.0003770587,0.00005255568,0.00009222772,0.0001983527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007957278,0.000007443951,0.9993789,0.000001784447,0.0000115559,0.00003425412,0.00001543139,0.00001259714,0.00006436555,0.000005549047,0.00001590556,0.0003725502],"study_design_scores_gemma":[0.000005079908,0.00005497645,0.999318,0.000003668634,0.00001621574,0.0002550842,0.00009508622,0.0001524478,0.00002789886,0.00002628756,0.00004288677,0.000002391664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993369,0.000195814,0.00004635175,0.00003607066,0.000004978969,0.000002551888,0.0001248218,0.000002290619,0.0002501323],"genre_scores_gemma":[0.9996706,0.00004865133,0.00003950311,0.000009974967,0.000009510378,0.000002558307,0.0001670874,8.453345e-7,0.00005116067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001577919,"threshold_uncertainty_score":0.005278647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0066326780088731,"score_gpt":0.2189986092197694,"score_spread":0.2123659312108963,"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."}}