{"id":"W4405912691","doi":"10.1002/hsr2.70310","title":"Exploring Prevalence and Sociodemographic Factors Associated With Smoking Among Malaysian Adults: A Cross‐ Sectional Study","year":2024,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; Servier; Ministério da Ciência, Tecnologia e Inovação; Sanofi; Heart and Stroke Foundation of Canada; GlaxoSmithKline; AstraZeneca","keywords":"Cross-sectional study; Environmental health; Smoking prevalence; Medicine; Demography","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":[0.002241191,0.0001382251,0.0001873695,0.0003505516,0.0006122244,0.0002219077,0.00004910045,0.00004441384,0.00001875745],"category_scores_gemma":[0.0001250031,0.0001049872,0.00003696813,0.001210432,0.0004001817,0.000794799,0.00003289902,0.0003119718,1.142955e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608811,"about_ca_system_score_gemma":0.0006543561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003671105,"about_ca_topic_score_gemma":0.00004825815,"domain_scores_codex":[0.9973361,0.00002514423,0.0004185782,0.0006784949,0.001145387,0.0003962646],"domain_scores_gemma":[0.9991244,0.00003916418,0.0001971475,0.0002162418,0.000160803,0.000262233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007158485,0.0000868135,0.9957057,0.0001879535,0.00001362424,0.0001581567,0.00341566,0.000006433864,0.00001388042,0.000003899436,0.000001658324,0.0003990137],"study_design_scores_gemma":[0.0001926411,0.0003776048,0.996765,0.0009844814,0.00003790462,0.0002061201,0.00114289,0.0001339147,0.00004583869,0.00000718267,0.000002342113,0.0001041326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983745,0.00010726,0.00001423802,0.00005680191,0.0005570511,0.0006183054,0.000001990308,0.0002239593,0.00004586159],"genre_scores_gemma":[0.9997408,0.0000361558,0.000008066088,0.00002392594,0.00004885886,0.00007852259,0.000007265622,0.00001581437,0.00004052527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00227277,"threshold_uncertainty_score":0.4708797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212054040449693,"score_gpt":0.3672331585664529,"score_spread":0.2460277545214837,"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."}}