{"id":"W4282920787","doi":"10.46234/ccdcw2022.101","title":"Local Brand Smoking Among Adult Smokers: Findings from the Wave 5 International Tobacco Control China Survey — China, 2015","year":2022,"lang":"en","type":"article","venue":"China CDC Weekly","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":"China; Incentive; Tobacco control; Tobacco industry; Odds ratio; Business; Environmental health; Odds; Medicine; Public health; Geography; Economics; Logistic regression","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001107637,0.0003087399,0.0004042542,0.0001272017,0.0005859145,0.000137505,0.0004417144,0.0001354386,0.002460551],"category_scores_gemma":[0.000342649,0.000243094,0.0002089406,0.0003159904,0.0001793836,0.0002421778,0.0001955694,0.001034905,0.00000772648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004169358,"about_ca_system_score_gemma":0.0001171878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01387784,"about_ca_topic_score_gemma":0.000402189,"domain_scores_codex":[0.9972236,0.0003149069,0.0004531329,0.0005366515,0.00108172,0.0003899767],"domain_scores_gemma":[0.9987732,0.0002233949,0.0002111629,0.0005232074,0.0001214998,0.0001475415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005309154,0.0001897426,0.9790009,0.000005289012,0.0001879958,0.00005839648,0.002124385,0.0001505679,0.0001500155,0.00007674931,0.01326026,0.004264774],"study_design_scores_gemma":[0.004615709,0.0001903501,0.991266,0.00007247889,0.0002166094,0.00004517706,0.0006895476,0.00132811,0.0001854581,0.000180106,0.0009418654,0.0002685904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890488,0.0001131698,0.001501109,0.005146802,0.00191792,0.0005215416,0.0004623494,0.0001200329,0.001168265],"genre_scores_gemma":[0.9961827,0.00001717584,0.00001490392,0.0008521809,0.0004257669,0.00008701302,0.0014524,0.00005764639,0.0009101792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01347565,"threshold_uncertainty_score":0.9984514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175660969193942,"score_gpt":0.2620862432165495,"score_spread":0.2445201462971553,"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."}}