{"id":"W2048040417","doi":"10.1016/j.psychres.2014.12.027","title":"Depression status as a predictor of quit success in a real-world effectiveness study of nicotine replacement therapy","year":2014,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; Canada Research Chairs; Public Health Ontario; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Centre for Addiction and Mental Health","keywords":"Depression (economics); History of depression; Medicine; Smoking cessation; Nicotine replacement therapy; Population; Psychiatry; Nicotine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003359016,0.0001233562,0.0003854151,0.0006404372,0.00005883799,0.00001080752,0.0001690669,0.00007687259,0.000158415],"category_scores_gemma":[0.0001693191,0.0000975684,0.00005230865,0.0009851882,0.00007893679,0.00005938331,0.00007691197,0.0004003857,0.000001692695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157605,"about_ca_system_score_gemma":0.0002419407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007189126,"about_ca_topic_score_gemma":0.001284357,"domain_scores_codex":[0.9965625,0.000968016,0.0004574041,0.0003796177,0.001275308,0.0003571723],"domain_scores_gemma":[0.9984451,0.0003380017,0.0001327397,0.0006382817,0.0003305526,0.0001153182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006240984,0.004265677,0.9804807,0.0003397395,0.00004860507,0.000001211964,0.0009270342,0.000009651283,0.004782086,0.0001315019,0.0000922319,0.002680575],"study_design_scores_gemma":[0.009818797,0.004960603,0.9781362,0.0005373145,0.00002928708,0.000001274071,0.0008793965,0.00004283862,0.005230785,0.0002454078,0.00004656898,0.00007156321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959067,0.0001175596,0.00001431977,0.00008642798,0.000251353,0.001698403,0.000004017424,0.00002261906,0.001898576],"genre_scores_gemma":[0.9994059,0.00009707026,0.00003406257,0.000007614404,0.0000929945,0.0002038554,0.00001561512,0.0000251702,0.0001177042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005904769,"threshold_uncertainty_score":0.9994221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0682608378796359,"score_gpt":0.4470216842535885,"score_spread":0.3787608463739526,"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."}}