{"id":"W4413143141","doi":"10.1016/j.drugalcdep.2025.112823","title":"How soon should alternative smoking cessation treatments be offered after incomplete response to nicotine replacement therapy?","year":2025,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Research Council Canada; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Canadian Cancer Society; Public Health Agency of Canada; Health Canada; Juvenile Diabetes Research Foundation Canada; Partenariat Canadien Contre Le Cancer; Medical Psychiatry Alliance; Fondation Brain Canada; Pfizer","keywords":"Nicotine replacement therapy; Smoking cessation; Nicotine; Medicine; Psychology; Psychotherapist; Psychiatry","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":[0.0004530916,0.0002011006,0.0002332893,0.0002257149,0.0001300526,0.0001101341,0.00008783564,0.00007387588,0.00005294805],"category_scores_gemma":[0.00007845192,0.0001662007,0.00005551728,0.000233601,0.00003669264,0.000167758,0.00006697994,0.0001617403,0.000001287406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001764245,"about_ca_system_score_gemma":0.00005529636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001942676,"about_ca_topic_score_gemma":0.0000280932,"domain_scores_codex":[0.9985449,0.0001338567,0.0002047732,0.000456987,0.0004406887,0.0002188421],"domain_scores_gemma":[0.9992797,0.0001085787,0.00008072485,0.0003191274,0.000111342,0.000100503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009806901,0.0002884054,0.9021453,0.00004581645,0.0002346667,0.00006066479,0.003699691,0.00001073433,0.04328721,0.0001055249,0.0005032528,0.03981188],"study_design_scores_gemma":[0.004725767,0.0003298759,0.8985012,0.0003261039,0.0001717383,0.00001347324,0.0006797065,0.0001280966,0.09263929,0.0001565222,0.00212634,0.0002018486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990924,0.0001658361,0.0005732727,0.007134431,0.0002299931,0.0006216668,0.00002327491,0.00005893765,0.0002685888],"genre_scores_gemma":[0.9926152,0.00009445281,0.0001113988,0.001639987,0.00005265517,0.0001790848,0.00003973444,0.00001554611,0.005251939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04935208,"threshold_uncertainty_score":0.6777468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06244023835880057,"score_gpt":0.3427995178976967,"score_spread":0.2803592795388961,"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."}}