{"id":"W2045684982","doi":"10.1093/ntr/ntv013","title":"Individualized Treatment for Tobacco Dependence in Addictions Treatment Settings: The Role of Current Depressive Symptoms on Outcomes at 3 and 6 Months","year":2015,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Health Canada; Pfizer Canada; Johnson and Johnson; Health Research","keywords":"Medicine; Depression (economics); Smoking cessation; Addiction; Psychiatry; Clinical psychology; Nicotine; Comorbidity; Patient Health Questionnaire; Population; Depressive symptoms; Cognition","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":[0.001578942,0.0001322372,0.00032166,0.0003022268,0.0004456483,0.000550338,0.0003629338,0.0003614358,0.001730588],"category_scores_gemma":[0.003236492,0.0001081749,0.0003302919,0.0003936707,0.0002139745,0.000363253,0.0005637817,0.0006436942,0.0001469811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004492433,"about_ca_system_score_gemma":0.0004587644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002900403,"about_ca_topic_score_gemma":0.00654595,"domain_scores_codex":[0.9993939,0.0002224886,0.0000427198,0.00007587601,0.000153833,0.0001110704],"domain_scores_gemma":[0.9980133,0.0004267966,0.0008884892,0.00004815722,0.00009340749,0.0005299015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004316652,0.0006876226,0.9690717,0.00005947874,0.0001030851,0.0000398261,0.0001774932,0.0001696073,0.0002568192,0.00002350491,0.000216478,0.0287628],"study_design_scores_gemma":[0.0000227788,0.0004320121,0.9990087,0.00002188655,0.00003327398,0.00004706362,0.00009007774,0.0002120463,0.00004610498,0.00002109473,0.00006272263,0.00000221533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990314,0.0003268495,0.00004384962,0.0001582167,0.00000477425,0.00002430732,0.00004945351,0.000003929993,0.0003572719],"genre_scores_gemma":[0.9995682,0.0001376051,0.00007670607,0.00003370013,0.000008876604,0.00001481267,0.00008380417,7.055579e-7,0.0000756759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002900403,"threshold_uncertainty_score":0.008350372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277291798599002,"score_gpt":0.4322615818995343,"score_spread":0.3045324020396342,"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."}}