{"id":"W2905162962","doi":"10.18332/tid/96294","title":"Characterising smokers of menthol and flavoured cigarettes,their attitudes towards tobacco regulation, and the anticipatedimpact of the Tobacco Products Directive on their smoking andquitting behaviours: The EUREST-PLUS ITC Europe Surveys","year":2018,"lang":"en","type":"article","venue":"Tobacco Induced Diseases","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Ontario Institute for Cancer Research","funders":"","keywords":"Menthol; Directive; Environmental health; Tobacco product; Tobacco harm reduction; Tobacco control; Smoking cessation; Medicine; Business; Tobacco use; Public health; Chemistry; Computer science","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":[0.001775548,0.0003790353,0.0005732101,0.0001309073,0.0005580854,0.000124104,0.000293666,0.0001224721,0.00002305839],"category_scores_gemma":[0.001556422,0.0001867419,0.0001232073,0.000674281,0.0009073245,0.0002551421,0.0002101631,0.0003259543,2.152776e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009188306,"about_ca_system_score_gemma":0.0002445331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006642498,"about_ca_topic_score_gemma":0.0000306041,"domain_scores_codex":[0.9970055,0.0009571994,0.0005623965,0.0004971989,0.0006133247,0.0003644439],"domain_scores_gemma":[0.9972625,0.0004440932,0.000619164,0.0008444756,0.000713245,0.0001164876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005182201,0.0001829354,0.9567074,0.0000373593,0.0001914853,0.000002333025,0.004829281,0.00000666932,0.009943777,0.00004345898,0.00004685422,0.02749018],"study_design_scores_gemma":[0.001708515,0.0002545101,0.9428044,0.0008035107,0.0006299291,0.00001112567,0.0009869576,0.00002079533,0.05255615,0.0000222949,0.000009039381,0.0001927639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963542,0.0002866401,0.000003670217,0.00138728,0.0004013196,0.001207063,0.0001446295,0.00006479269,0.0001504427],"genre_scores_gemma":[0.999166,0.00005896728,0.000004522888,0.0002463464,0.0003691936,0.00003412016,0.00004728285,0.00005239867,0.00002123635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04261237,"threshold_uncertainty_score":0.7615113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0499546821923573,"score_gpt":0.3074219496891322,"score_spread":0.257467267496775,"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."}}