{"id":"W2123210609","doi":"10.1136/tobaccocontrol-2014-051580","title":"Rapidly increasing promotional expenditures for e-cigarettes","year":2014,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Popularity; Advertising; Business; Marketing; Liberian dollar; Tobacco control; Public health; Tobacco industry; Population; Product (mathematics); Environmental health; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004123659,0.00009913353,0.0001932039,0.0000592323,0.00009124357,0.0000280967,0.00005110108,0.00008047664,0.0001923263],"category_scores_gemma":[0.0002750286,0.00008316591,0.0000938798,0.00002850416,0.00002690663,0.00006730621,0.000005762625,0.00008293322,0.000004813658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003813018,"about_ca_system_score_gemma":0.00003351347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002061931,"about_ca_topic_score_gemma":0.000001674475,"domain_scores_codex":[0.9992498,0.00004670072,0.0001558069,0.0001706731,0.0002036131,0.0001733774],"domain_scores_gemma":[0.9994228,0.0002050141,0.00006114024,0.0001596553,0.00008062221,0.00007076549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004962505,0.0001330968,0.9413967,0.00002031265,0.00005382193,0.000002006903,0.00009505226,0.000005160691,0.01155935,0.001994432,0.003184194,0.04105963],"study_design_scores_gemma":[0.005567384,0.0002720381,0.9828014,0.00005819501,0.0002031032,0.00003136131,0.00004398165,0.0002018011,0.00362215,0.0004329376,0.00663286,0.000132752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889371,0.00003473351,0.007576217,0.00141145,0.0002392259,0.000555059,0.00001007351,0.000100527,0.001135657],"genre_scores_gemma":[0.9974959,8.468006e-7,0.0002933777,0.0009951619,0.0008197395,0.0001339876,0.00007939213,0.00001788509,0.000163686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04140474,"threshold_uncertainty_score":0.3391407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691237235029725,"score_gpt":0.2803554459078652,"score_spread":0.263443073557568,"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."}}