{"id":"W4401113302","doi":"10.1038/s41598-024-64694-1","title":"Emotional and cognitive influences on alcohol consumption in middle-aged and elderly Tanzanians: a population-based study","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Aging; National Institutes of Health; Universität Heidelberg","keywords":"Tanzania; Cognition; Confidence interval; Logistic regression; Medicine; Demography; Alcohol consumption; Population; Depressive symptoms; Alcohol; Affect (linguistics); Consumption (sociology); Effects of sleep deprivation on cognitive performance; Gerontology; Psychology; Environmental health; Psychiatry; Internal medicine; Geography; 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":[0.0003699189,0.0002149551,0.0002195775,0.0006367842,0.0005411405,0.0003817242,0.0002190357,0.0003998473,0.0009036465],"category_scores_gemma":[0.0008214947,0.0003371789,0.0003898559,0.0007056661,0.0002575765,0.0003360469,0.0003570357,0.0003808719,0.0001984205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027598,"about_ca_system_score_gemma":0.0002171403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01585141,"about_ca_topic_score_gemma":0.02601797,"domain_scores_codex":[0.9998473,0.00004222418,0.00001983274,0.00002855048,0.00002936278,0.00003284172],"domain_scores_gemma":[0.9996592,0.00004429796,0.0001335615,0.00002599513,0.00004828418,0.0000886312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004929481,0.00006659513,0.9983538,0.00001179619,0.00002982596,0.00008398918,0.0004974576,0.000009033883,0.0001725652,0.000009087075,0.00005457885,0.0006618621],"study_design_scores_gemma":[0.000002880927,0.00006801197,0.9992511,0.000005361901,0.00001541328,0.00006193724,0.0004817999,0.00003650208,0.000008855975,0.000006218443,0.00006006547,0.000001873058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996122,0.0001121893,0.00001799134,0.00001911909,0.000001742515,0.000006811169,0.00008820947,5.636669e-7,0.0001411679],"genre_scores_gemma":[0.9996972,0.00008339219,0.00003366689,0.00002652225,0.000003802019,0.000006756284,0.00006434972,3.62816e-7,0.00008401739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01585141,"threshold_uncertainty_score":0.03151828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05030935425446489,"score_gpt":0.3234438320272187,"score_spread":0.2731344777727538,"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."}}