{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007263515,0.000176839,0.0004430012,0.0002741851,0.000168196,0.00002379018,0.00004854297,0.00006175187,7.557354e-7],"category_scores_gemma":[0.0002823848,0.0001069105,0.00004322832,0.0003983322,0.0001034285,0.00007367767,0.00003631997,0.0001475642,0.00000125705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008241932,"about_ca_system_score_gemma":0.00001588808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002223156,"about_ca_topic_score_gemma":0.003469804,"domain_scores_codex":[0.9985779,0.0001768966,0.0006089335,0.0002525382,0.0001511513,0.0002325888],"domain_scores_gemma":[0.9970095,0.002327269,0.0003702854,0.0001514188,0.00006056172,0.00008096025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004119011,0.0004920252,0.9485118,0.000009361735,0.0001380483,0.00002529485,0.02606887,0.000009859713,0.000002644188,0.0001748101,0.00001515041,0.02414026],"study_design_scores_gemma":[0.004544497,0.002677054,0.9851578,0.0001387993,0.00008813795,0.000008068564,0.006799177,0.000007988025,0.000004785541,0.0003204904,0.0001654199,0.00008775706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940369,0.004569388,0.000001523866,0.0006751122,0.0003618829,0.0003094425,0.00002551232,0.000007173992,0.00001312537],"genre_scores_gemma":[0.9925756,0.007028466,0.0001330983,0.00004651292,0.0000296291,0.00004343334,0.000001453866,0.00001223789,0.0001295862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03664605,"threshold_uncertainty_score":0.4359684,"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."}}