{"id":"W4225133335","doi":"10.1007/s10654-022-00868-3","title":"Lifestyle and metabolic factors for nonalcoholic fatty liver disease: Mendelian randomization study","year":2022,"lang":"en","type":"review","venue":"European Journal of Epidemiology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Novo Nordisk Fonden; Vetenskapsrådet; Karolinska Institutet; British Heart Foundation; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Hjärt-Lungfonden","keywords":"Medicine; Mendelian randomization; Nonalcoholic fatty liver disease; Odds ratio; Internal medicine; Body mass index; Type 2 diabetes; Confidence interval; Genome-wide association study; Diabetes mellitus; Waist; Metabolic syndrome; Blood pressure; Fatty liver; Gastroenterology; Endocrinology; Disease; Obesity; Single-nucleotide polymorphism; Genotype; Genetics; Genetic variants; Biology","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":[0.01875055,0.001623803,0.002168495,0.0009544861,0.0007279793,0.0009894379,0.001176105,0.00179717,0.003450092],"category_scores_gemma":[0.04391637,0.0009849289,0.003015554,0.001773803,0.000786007,0.000834516,0.000645052,0.001136204,0.0004183059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005425864,"about_ca_system_score_gemma":0.001038985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001808499,"about_ca_topic_score_gemma":0.001194305,"domain_scores_codex":[0.9756669,0.01763433,0.001378201,0.003304399,0.001514014,0.0005021408],"domain_scores_gemma":[0.987236,0.00650522,0.002238765,0.003078595,0.000565324,0.0003760815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.1294385,0.002180246,0.6572765,0.003096403,0.08230115,0.007419523,0.00120234,0.005145646,0.01051584,0.01846616,0.01198227,0.07097549],"study_design_scores_gemma":[0.1063907,0.02398502,0.552845,0.0009636487,0.1180585,0.02946522,0.0005773957,0.07881458,0.004927375,0.05213924,0.03107049,0.0007627491],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8293567,0.01719987,0.1396756,0.002648734,0.0009323643,0.003197111,0.003413636,0.0008454573,0.002730529],"genre_scores_gemma":[0.9680229,0.001146222,0.02639787,0.0007711735,0.0002329099,0.001653568,0.001090583,0.0000908437,0.0005939128],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01875055,"threshold_uncertainty_score":0.09916359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1795918697295105,"score_gpt":0.3947883763663452,"score_spread":0.2151965066368347,"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."}}