{"id":"W1846078789","doi":"10.1080/15504263.2013.866860","title":"Smoking Cessation Outcomes and Predictors Among Individuals With Co-occurring Substance Use and/or Psychiatric Disorders","year":2013,"lang":"en","type":"article","venue":"Journal of Dual Diagnosis","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Psychiatry; Substance use; Smoking cessation; Substance abuse; Medicine; Clinical psychology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002415686,0.0001444083,0.000290073,0.0002752342,0.00009771709,0.0001354377,0.00004294796,0.0000840555,0.00007138077],"category_scores_gemma":[0.0001684752,0.0000927794,0.00004864921,0.0002035239,0.00007858422,0.0009575696,0.00001042333,0.0002390506,2.3294e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004390881,"about_ca_system_score_gemma":0.00003295686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001334072,"about_ca_topic_score_gemma":0.00005983087,"domain_scores_codex":[0.9988103,0.0000420354,0.0003760934,0.0001386829,0.0004727919,0.0001600926],"domain_scores_gemma":[0.9989218,0.0002962896,0.0004024062,0.00009356561,0.0001302321,0.0001557413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003328561,0.000112989,0.9955085,0.00003754933,0.0001030102,0.000007638741,0.0008219253,0.000006525928,0.000006868228,0.000005988071,0.0004873068,0.002868447],"study_design_scores_gemma":[0.002048098,0.0004914674,0.9957111,0.0002779313,0.0004465572,0.00005183315,0.0006010323,0.000006947946,0.0001294063,0.00003376389,0.00008860059,0.0001132898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988438,0.0001550605,0.00005838844,0.00048888,0.000151766,0.0002553103,0.000007824513,0.00001759083,0.00002131916],"genre_scores_gemma":[0.9987483,0.0006638891,0.0002976829,0.0001445174,0.00008030212,0.00002838775,0.000004295203,0.00001891126,0.00001371899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002755157,"threshold_uncertainty_score":0.3783434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535741802972011,"score_gpt":0.2860573661774378,"score_spread":0.2606999481477177,"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."}}