{"id":"W4414690567","doi":"10.1001/jamapsychiatry.2025.2689","title":"Measures of General Intelligence and Risk for Alcohol Use Disorder","year":2025,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Centre for Addiction and Mental Health","funders":"","keywords":"Alcohol use disorder; Cognition; Association (psychology); Intelligence quotient; Gambling disorder; Alcohol","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":[0.0008798062,0.0005365658,0.0003458098,0.001421387,0.0002605372,0.0005813911,0.0003886227,0.0003241048,0.002766659],"category_scores_gemma":[0.003195144,0.0001392587,0.0003506782,0.001763419,0.0004950881,0.0003976964,0.0005368356,0.0004318914,0.0003758785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623058,"about_ca_system_score_gemma":0.0003254063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006509328,"about_ca_topic_score_gemma":0.008259242,"domain_scores_codex":[0.9994372,0.0001992197,0.00008910939,0.00009055444,0.0001312454,0.00005265959],"domain_scores_gemma":[0.9978305,0.0003113491,0.001307983,0.0001839451,0.0001379628,0.0002282451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008898613,0.00003343536,0.9942415,0.00003833983,0.0002157515,0.00005207576,0.00004903458,0.00009591883,0.0001164517,0.00008814313,0.0003542161,0.00462613],"study_design_scores_gemma":[0.000004159603,0.00005744335,0.9989993,0.00001355789,0.00003768686,0.0001427131,0.0000329798,0.000114193,0.0000452603,0.0001912723,0.0003579232,0.000003613878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842991,0.002915635,0.001275449,0.000468401,0.00004024957,0.00004640205,0.006204667,0.00007380105,0.004676211],"genre_scores_gemma":[0.9959525,0.0004531492,0.0007702552,0.00005986937,0.00002628046,0.00002282484,0.002099803,0.00000467215,0.0006106002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006509328,"threshold_uncertainty_score":0.01294291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243609433952064,"score_gpt":0.298791683737863,"score_spread":0.2763555893983424,"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."}}