{"id":"W4205285117","doi":"10.3389/fpsyt.2021.797578","title":"Multiple Substance Use Disorders and Self-Reported Cognitive Function in U.S. Adults: Associations and Sex-Differences in a Nationally Representative Sample","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; University of Toronto; Centre for Addiction and Mental Health","funders":"Hospital for Sick Children; University of Toronto","keywords":"Polysubstance dependence; Cognition; Clinical psychology; Confounding; Population; Medicine; Epidemiology; Psychiatry; Generalizability theory; Psychology; Substance use; Developmental psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005878527,0.0002549889,0.0002969042,0.0007613632,0.0003743555,0.0005159304,0.0002826276,0.0004448233,0.001240102],"category_scores_gemma":[0.001458516,0.0003005487,0.0003818273,0.0009493419,0.0002468534,0.0004330026,0.0004731509,0.0004945226,0.0001887562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002186117,"about_ca_system_score_gemma":0.0003214111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.015644,"about_ca_topic_score_gemma":0.03705953,"domain_scores_codex":[0.9997666,0.00006460175,0.00003473456,0.00005597773,0.00004296232,0.00003519431],"domain_scores_gemma":[0.9991508,0.0001351526,0.0003945854,0.00008108253,0.00008506759,0.0001533476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002119766,0.00002460584,0.9991106,0.000004746213,0.0000342318,0.00001325533,0.00005792884,0.000006373536,0.000044847,0.000006060833,0.00006323826,0.0006128985],"study_design_scores_gemma":[0.000001552085,0.00002418445,0.9996513,0.000003788424,0.00001146748,0.00004426864,0.0001557849,0.00004145773,0.00001001456,0.000007322477,0.00004778294,0.000001148603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987242,0.0003477543,0.00004419179,0.00006536513,0.000006836093,0.000008184729,0.000487565,0.000003275399,0.0003127396],"genre_scores_gemma":[0.9990622,0.0002410764,0.00006846111,0.00006969683,0.00001121569,0.000009502813,0.0004060969,0.000001487888,0.000130177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.015644,"threshold_uncertainty_score":0.03110594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560813775107725,"score_gpt":0.2588870076203834,"score_spread":0.2432788698693062,"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."}}