{"id":"W4411112520","doi":"10.1093/ntr/ntaf089","title":"Smoking in Substance Use Disorder Patients: Prevalence, Comorbidities, Impulsivity, and Patterns of Readiness to Change","year":2025,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; McMaster University; St. Joseph’s Healthcare Hamilton; St Joseph's Health Care","funders":"","keywords":"Impulsivity; Psychiatry; Sensation seeking; Mindfulness; Clinical psychology; Medicine; Substance abuse; Intervention (counseling); Psychology; Personality","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":[0.0004076978,0.0001683515,0.0002691692,0.0005945417,0.0005091677,0.0005720644,0.0002297581,0.0003797658,0.002027423],"category_scores_gemma":[0.0009957402,0.0002266022,0.000289041,0.0007417887,0.0002191309,0.0003249528,0.0003978388,0.0005722219,0.0001911929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000259313,"about_ca_system_score_gemma":0.0002798802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004342943,"about_ca_topic_score_gemma":0.00798685,"domain_scores_codex":[0.9998187,0.00004423579,0.00002907862,0.00003517712,0.00003711509,0.00003574778],"domain_scores_gemma":[0.9994368,0.00008760611,0.0002680581,0.00001903252,0.00003996323,0.0001485737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002323077,0.00002843501,0.9991855,0.000002886332,0.00001146124,0.00001557393,0.00003911019,0.00000600921,0.00008099926,0.000002411632,0.00001620523,0.0005882207],"study_design_scores_gemma":[0.000002708597,0.00003660248,0.9996154,0.000002981924,0.000007331647,0.0001092662,0.0001233904,0.00005166003,0.00002079069,0.000006247917,0.00002267539,8.992561e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997117,0.00006626179,0.00002100295,0.00002317222,0.000001300766,0.000006336727,0.00006897591,0.000001128544,0.0001000912],"genre_scores_gemma":[0.9997322,0.00005096076,0.00004759433,0.00001544441,0.00000346355,0.000005667201,0.00009681043,6.020166e-7,0.00004721346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004342943,"threshold_uncertainty_score":0.008635342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09981096450439875,"score_gpt":0.3913833052780722,"score_spread":0.2915723407736734,"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."}}