{"id":"W4361255247","doi":"10.15288/jsad.22-00212","title":"The Clinical Relevance of Impulsivity in Substance Use Disorder Treatment: Examining Within-treatment Changes and Relationship to Psychiatric Symptoms and Cravings in a Large Inpatient Sample","year":2023,"lang":"en","type":"article","venue":"Journal of Studies on Alcohol and Drugs","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Homewood Research Institute; University of Windsor; Centre for Addiction and Mental Health","funders":"","keywords":"Impulsivity; Sensation seeking; Clinical psychology; Craving; Psychiatry; Addiction; Psychology; Personality; Anxiety; Substance abuse; Borderline personality disorder; Big Five personality traits; Cocaine dependence","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":[0.002019273,0.0002415368,0.0006132191,0.0005386051,0.0006199577,0.0006591731,0.0004275944,0.0004180861,0.0007505335],"category_scores_gemma":[0.004380589,0.0003439098,0.0003673517,0.0006741519,0.0003987958,0.0003357414,0.0006374302,0.0007343335,0.0001401821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013568,"about_ca_system_score_gemma":0.0007166459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880009,"about_ca_topic_score_gemma":0.009289198,"domain_scores_codex":[0.9986901,0.0006009749,0.00013239,0.0001538615,0.0003020932,0.0001206692],"domain_scores_gemma":[0.9980545,0.000403628,0.0008366694,0.0001662911,0.0002272145,0.0003117155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009108277,0.001286068,0.9853898,0.00003361221,0.0001374536,0.00006801449,0.0004864761,0.0000570894,0.001017435,0.00000819528,0.00009338918,0.01051165],"study_design_scores_gemma":[0.00002434454,0.0005787986,0.9988368,0.000004686436,0.00002883931,0.00007248508,0.0001617053,0.0001208449,0.0001196945,0.000005850971,0.00004292965,0.000002922852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997175,0.00007154981,0.00003805523,0.00001521036,0.000002221155,0.00002528028,0.00003195813,0.00000159122,0.00009663053],"genre_scores_gemma":[0.9995353,0.00006965341,0.0001281391,0.00002157243,0.00000675083,0.00003861343,0.0001161817,0.00000150203,0.00008236722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003880009,"threshold_uncertainty_score":0.01067907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1921166330506634,"score_gpt":0.4401778786188263,"score_spread":0.2480612455681629,"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."}}