{"id":"W4391177875","doi":"10.1016/j.jad.2024.01.183","title":"Vegetarianism and mental health: Evidence from the 1970 British Cohort Study","year":2024,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Fonds de Recherche du Québec-Société et Culture","keywords":"Demography; Cohort; Confounding; Mental health; Cohort study; Distress; Population; Medicine; Millennium Cohort Study (United States); Psychological distress; Bivariate analysis; Psychology; Gerontology; Psychiatry; Clinical psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004304987,0.0003533685,0.0007450617,0.001904673,0.000644339,0.001001879,0.0007334257,0.0005558543,0.002420802],"category_scores_gemma":[0.01279965,0.0005549608,0.001321854,0.004615757,0.0006460872,0.0003434159,0.0009404483,0.0006889625,0.0002749678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050646,"about_ca_system_score_gemma":0.001365403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3944439,"about_ca_topic_score_gemma":0.4669638,"domain_scores_codex":[0.9974992,0.001033321,0.0003132671,0.0003373792,0.0005546343,0.0002623225],"domain_scores_gemma":[0.9895422,0.003658135,0.002726278,0.001090573,0.002246825,0.0007359605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003658207,0.00003024358,0.9883125,0.000592295,0.001629111,0.00009266988,0.0004930084,0.00005427924,0.00005874933,0.00007046276,0.001665999,0.006634798],"study_design_scores_gemma":[0.00002046235,0.00002040081,0.9981902,0.0002461004,0.000492443,0.00003471023,0.0001458907,0.00002541063,0.000006412462,0.00002382705,0.0007887509,0.000005339765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254805,0.05741926,0.0003792595,0.001392061,0.0001919211,0.00008808822,0.01025956,0.00001778935,0.004771517],"genre_scores_gemma":[0.9751175,0.0198393,0.000281706,0.0003225161,0.0000694839,0.00005899806,0.003892714,0.00001056505,0.0004072114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3944439,"threshold_uncertainty_score":0.7842959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004985744886483129,"score_gpt":0.2422595566918254,"score_spread":0.2372738118053423,"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."}}