{"id":"W2147821313","doi":"10.1093/ntr/ntt075","title":"Relationship of Cigarette-Related Perceptions to Cigarette Design Features: Findings From the 2009 ITC U.S. Survey","year":2013,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; Ontario Institute for Cancer Research; University of Waterloo","funders":"Center for Tobacco Products; National Cancer Institute; University of Waterloo","keywords":"Lightness; Perception; Tobacco product; Product (mathematics); Advertising; Medicine; Taste; Psychology; Environmental health; Social psychology; Business; Mathematics; Computer science","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":[0.00154624,0.0001692698,0.000191476,0.0006593899,0.0003665959,0.0005765098,0.0003597063,0.0005483258,0.002563931],"category_scores_gemma":[0.00443973,0.0002178892,0.0003800466,0.001089484,0.0002890396,0.0004130128,0.0005727494,0.0008203208,0.0003145504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003852452,"about_ca_system_score_gemma":0.0004680931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01782355,"about_ca_topic_score_gemma":0.02360423,"domain_scores_codex":[0.9994267,0.0001485907,0.00007657646,0.00008723573,0.0001789939,0.00008196868],"domain_scores_gemma":[0.9947258,0.001093551,0.002820847,0.000208591,0.0006002413,0.0005510557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003260535,0.00005888462,0.998116,0.00001082098,0.00001510665,0.000008216789,0.0002145541,0.00001780665,0.00009119308,0.00000660831,0.000136711,0.001291593],"study_design_scores_gemma":[0.00000134586,0.00004818445,0.9993588,0.000004856281,0.000007208115,0.00002098899,0.0003649476,0.00005098153,0.00003169844,0.000003706088,0.0001055817,0.00000171092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986556,0.00007403498,0.000054296,0.00009364586,0.000002821201,0.00001734867,0.0006260551,0.000003792404,0.0004724335],"genre_scores_gemma":[0.9989935,0.00008139258,0.0001106436,0.0000720415,0.000004797729,0.00002286918,0.0005544247,0.000002062069,0.0001582709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01782355,"threshold_uncertainty_score":0.03543961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301896021983612,"score_gpt":0.3794217084265289,"score_spread":0.2492321062281677,"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."}}