{"id":"W4295063532","doi":"10.3390/biomedicines10092204","title":"Systematic Review and Meta-Analysis of the Usefulness of Epicardial Fat Thickness as a Non-Invasive Marker of the Presence and Severity of Nonalcoholic Fatty Liver Disease","year":2022,"lang":"en","type":"review","venue":"Biomedicines","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Fondation Leenaards; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Meta-analysis; Nonalcoholic fatty liver disease; Medicine; Confidence interval; Internal medicine; Steatosis; Fatty liver; Magnetic resonance imaging; Strictly standardized mean difference; Gastroenterology; Disease; Radiology","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":[0.001162195,0.0004006165,0.008986834,0.000257714,0.00006877822,0.000004161078,0.0004463419,0.0001203022,0.0001267155],"category_scores_gemma":[0.001435444,0.0001774719,0.005949555,0.00187089,0.0009285095,0.00003913443,0.0005763669,0.0002280037,2.401755e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002110083,"about_ca_system_score_gemma":0.0003771546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001948326,"about_ca_topic_score_gemma":0.00000742499,"domain_scores_codex":[0.9955621,0.001394992,0.001312096,0.0004366997,0.001140832,0.0001533287],"domain_scores_gemma":[0.9953505,0.00100084,0.001516898,0.001714473,0.0002469595,0.0001703595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002832323,0.0001018214,0.0005198962,0.8271236,0.1712932,0.00001395785,0.0001025288,2.129236e-7,0.000004975774,0.00001149791,0.00005220651,0.0007477584],"study_design_scores_gemma":[0.0002357366,0.00002988478,0.0118441,0.06252686,0.9235284,0.00006196677,0.00004360062,0.000004218139,0.000013991,0.000005127945,0.001567381,0.0001386762],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001299731,0.9934266,0.000007184513,0.0001699433,0.00007690267,0.00395382,0.001033589,0.000004044665,0.00002821982],"genre_scores_gemma":[0.01677092,0.9825479,0.000007491707,0.0001465072,0.00003503362,0.0003015866,0.00005121025,0.00002158439,0.0001178055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7645968,"threshold_uncertainty_score":0.7237096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06317569171524715,"score_gpt":0.3091964143567607,"score_spread":0.2460207226415135,"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."}}