{"id":"W7112196436","doi":"","title":"From Mind to Liver: Exploring the Causal Relationship Between Anxiety Disorders and Non-Alcoholic Fatty Liver Disease Through Mendelian Randomization and UK Biobank Validation","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Mendelian randomization; Disease; Biobank; Anxiety; Fatty liver; Liver disease; Alternative medicine; Confounding","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":[0.04791532,0.0009730221,0.002060128,0.001599767,0.001891333,0.001997782,0.002152517,0.002252245,0.004679889],"category_scores_gemma":[0.123183,0.001004971,0.002604524,0.002827819,0.001856911,0.001881311,0.002193536,0.001764847,0.0004503744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008052303,"about_ca_system_score_gemma":0.001573478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00547771,"about_ca_topic_score_gemma":0.00387108,"domain_scores_codex":[0.9094736,0.07189311,0.005007416,0.009841859,0.002240599,0.001543448],"domain_scores_gemma":[0.9180062,0.05573875,0.007607603,0.01547516,0.002226381,0.0009458587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02214371,0.000703391,0.895868,0.001025522,0.01809765,0.001892194,0.00337715,0.001723661,0.002027796,0.008783655,0.004247842,0.04010951],"study_design_scores_gemma":[0.01314361,0.00623579,0.8458343,0.001034924,0.03224109,0.005202319,0.001933393,0.0499435,0.00214497,0.02492339,0.01699889,0.0003638552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438658,0.003359972,0.04696057,0.001537546,0.0003325735,0.001039339,0.001394464,0.0001359828,0.001373841],"genre_scores_gemma":[0.9836662,0.0003459481,0.01340048,0.0004629482,0.00007248901,0.0009748533,0.0006475862,0.00006259757,0.0003668616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04791532,"threshold_uncertainty_score":0.2534035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.194771113165757,"score_gpt":0.4832203968455143,"score_spread":0.2884492836797572,"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."}}