{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008954155,0.0002773201,0.0002999922,0.0007979023,0.0004473212,0.0004992585,0.0002423532,0.0004663543,0.001081923],"category_scores_gemma":[0.0009650324,0.000549387,0.0003904531,0.000716628,0.0002250631,0.0006105513,0.0004036416,0.0005250796,0.0003179074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713292,"about_ca_system_score_gemma":0.0003992266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004942322,"about_ca_topic_score_gemma":0.008755406,"domain_scores_codex":[0.9995994,0.00008909113,0.00007668616,0.0000866602,0.00009595045,0.0000522516],"domain_scores_gemma":[0.999271,0.00009208962,0.0002974453,0.00005002569,0.0001335757,0.0001559548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001911169,0.000103561,0.9986934,0.00001993411,0.00002459335,0.00004222475,0.0002251863,0.000007890837,0.0001502087,0.000005757939,0.00005128023,0.0006568227],"study_design_scores_gemma":[0.000002826894,0.0002481395,0.9984629,0.00001510127,0.00002225805,0.0002868081,0.0006937179,0.00006001358,0.00004601335,0.000006542582,0.0001520385,0.000003702239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999059,0.0001757491,0.0000703687,0.00003236591,0.000003989598,0.00004075794,0.0003296638,0.000002005378,0.0002860478],"genre_scores_gemma":[0.9983091,0.0003401384,0.0003735419,0.0000975317,0.00001068115,0.00006102808,0.0004934763,0.000001381658,0.0003131551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004942322,"threshold_uncertainty_score":0.009827137,"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."}}