{"id":"W3199436224","doi":"10.1002/hep4.1805","title":"Genome‐Wide Association Study of NAFLD Using Electronic Health Records","year":2021,"lang":"en","type":"review","venue":"Hepatology Communications","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Medical Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Wellcome Trust; British Heart Foundation; Academy of Medical Sciences; Scottish Government; Scottish Funding Council","keywords":"Genome-wide association study; Odds ratio; Nonalcoholic fatty liver disease; Apolipoprotein E; Genetic association; Genetics; Allele; Internal medicine; Genotype; Fatty liver; Genotyping; Biology; Body mass index; Medicine; Bioinformatics; Single-nucleotide polymorphism; Disease; Gene","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":[0.0003986219,0.0002601091,0.002302042,0.0002240963,0.0002302363,0.000009983608,0.0003929021,0.0002274576,0.0000701547],"category_scores_gemma":[0.0002368572,0.0002398899,0.0004297314,0.0004987445,0.00004376325,0.00002967296,0.0003082303,0.0005509639,0.00002046342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00232431,"about_ca_system_score_gemma":0.003222023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008292806,"about_ca_topic_score_gemma":0.00104323,"domain_scores_codex":[0.996729,0.001501953,0.0009196388,0.0003162792,0.0001914952,0.0003416404],"domain_scores_gemma":[0.9951977,0.001093911,0.001064414,0.00228694,0.0002403154,0.0001167386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001502017,0.02406791,0.6628687,0.009131801,0.01480999,0.00005168722,0.001444809,9.780854e-7,1.41571e-7,0.00124207,0.001753051,0.2846138],"study_design_scores_gemma":[0.0008146415,0.0005552481,0.005336966,0.003098201,0.007394565,0.00003494044,0.0002721801,0.00001403988,9.57518e-8,0.000020154,0.9822617,0.0001972433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002583276,0.9943054,0.000005091719,0.0008423509,0.00007206194,0.001824281,0.00006162983,0.00003367142,0.0002722856],"genre_scores_gemma":[0.007838407,0.9896755,0.00035034,0.0002036995,0.00002346529,0.000416897,0.00135457,0.00004158123,0.00009554967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9805087,"threshold_uncertainty_score":0.9782426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.138191087572891,"score_gpt":0.4340915936855255,"score_spread":0.2959005061126345,"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."}}