{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003714932,0.0003812679,0.0009529518,0.002487934,0.00045609,0.0009088715,0.0007474059,0.0007705211,0.002787888],"category_scores_gemma":[0.01239215,0.0005054674,0.001823034,0.007214878,0.0002383214,0.0008563061,0.0007373741,0.0008946331,0.0004373136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005433818,"about_ca_system_score_gemma":0.0006301005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083485,"about_ca_topic_score_gemma":0.01128168,"domain_scores_codex":[0.9942386,0.002217416,0.0009443116,0.001600811,0.0007002012,0.000298699],"domain_scores_gemma":[0.9929812,0.002744318,0.002523026,0.001006797,0.000563985,0.000180695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001058051,0.00007722387,0.9808,0.0006275907,0.008152489,0.0001836033,0.00008852434,0.000258095,0.0004149373,0.0002468542,0.001382139,0.006710504],"study_design_scores_gemma":[0.0002343167,0.0001717363,0.9908482,0.0001662875,0.004384256,0.0003108185,0.00007224484,0.001044671,0.0002714495,0.0002748814,0.002201234,0.00001989452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.950095,0.01544566,0.003620459,0.000639836,0.0001260807,0.0001645868,0.02694519,0.00008052007,0.002882661],"genre_scores_gemma":[0.9836134,0.002785966,0.001931181,0.0002401168,0.00006934127,0.0001636248,0.01051562,0.00001668481,0.0006640978],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01083485,"threshold_uncertainty_score":0.02154356,"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."}}