{"id":"W4390695668","doi":"10.1177/10105395231220465","title":"Intentions to Quit, Quit Attempts, and the Use of Cessation Aids Among Malaysian Adult Smokers: Findings From the 2020 International Tobacco Control (ITC) Malaysia Survey","year":2024,"lang":"en","type":"article","venue":"Asia Pacific Journal of Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; University of Waterloo","funders":"","keywords":"Quitline; Smoking cessation; Medicine; Tobacco control; Quit smoking; Nicotine replacement therapy; Logistic regression; Malay; Demography; Odds; Odds ratio; Family medicine; Environmental health; Public health; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005865809,0.0001651392,0.000426415,0.000288316,0.0001437588,0.0004023894,0.0002545286,0.00009840303,0.0001551789],"category_scores_gemma":[0.001834901,0.00009752722,0.0001810773,0.0005875106,0.0001986282,0.0006367515,0.00004479693,0.0005741956,0.000002962072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273108,"about_ca_system_score_gemma":0.0005528278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313278,"about_ca_topic_score_gemma":0.0003045412,"domain_scores_codex":[0.9967802,0.0008318779,0.0009722856,0.0002285957,0.0009074527,0.0002796387],"domain_scores_gemma":[0.9970937,0.001078479,0.0004470765,0.0002734854,0.0008240525,0.0002831595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002055027,0.00007341972,0.9719225,0.00002412814,0.0002927162,0.00000932688,0.00315317,0.00001317002,0.00006395167,0.001183245,0.01219473,0.01086413],"study_design_scores_gemma":[0.001877715,0.0002448687,0.988254,0.0004721388,0.0001404845,0.00009136632,0.005267575,0.0003859139,0.00001151879,0.00006713502,0.00310725,0.00008011024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106938,0.0001884053,0.006036027,0.08133639,0.001049306,0.0004187622,0.0001667312,0.00001935505,0.00009118296],"genre_scores_gemma":[0.998005,0.000289709,0.0001416604,0.0009150146,0.0003762082,0.00001539536,0.0001077217,0.00002308182,0.0001261749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0873112,"threshold_uncertainty_score":0.3977045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07088103839614736,"score_gpt":0.3213643235149219,"score_spread":0.2504832851187745,"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."}}