{"id":"W4415878134","doi":"10.18332/tid/210324","title":"Socioeconomic and demographic determinants of tobacco use in Kenya: A secondary data analysis of findings from the Kenya Demographic and Health Survey 2022","year":2025,"lang":"en","type":"article","venue":"Tobacco Induced Diseases","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Socioeconomic status; Tobacco control; Public health; Tobacco use; Psychological intervention; Public health interventions; Health psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001654255,0.0004365298,0.0004563694,0.001894569,0.001061908,0.000587286,0.0004379335,0.0003472278,0.002341901],"category_scores_gemma":[0.002586365,0.0004776009,0.0006173574,0.003675534,0.0002892985,0.0005128833,0.00102224,0.0005968061,0.0006225556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022484,"about_ca_system_score_gemma":0.002051588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07522465,"about_ca_topic_score_gemma":0.1177803,"domain_scores_codex":[0.9991452,0.0002827882,0.0001130923,0.00008651052,0.0002042537,0.0001682022],"domain_scores_gemma":[0.9989715,0.0001475756,0.0003772747,0.00004997646,0.0003156384,0.000138161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009154098,0.00013437,0.993168,0.0002090853,0.00008605066,0.0001439875,0.001007563,0.0001044925,0.0002940917,0.00008160387,0.00162687,0.003052375],"study_design_scores_gemma":[0.000008487564,0.00008326628,0.9971317,0.00007916786,0.0000281377,0.0000814422,0.00139867,0.0001282266,0.00005116031,0.00001824029,0.0009842395,0.00000714471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656402,0.0004751048,0.0002268907,0.0002202775,0.00001315487,0.0006298641,0.03031109,0.0000057642,0.002477735],"genre_scores_gemma":[0.9731565,0.0006663502,0.00101751,0.0001659838,0.00001655187,0.00107772,0.02301021,0.000007954279,0.0008811873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07522465,"threshold_uncertainty_score":0.1495736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06894697072536687,"score_gpt":0.3435927951407708,"score_spread":0.2746458244154039,"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."}}