{"id":"W4383101615","doi":"10.1136/tc-2023-057934","title":"Marketing claims on the websites of leading e-cigarette brands in England","year":2023,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Medical Research Council; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; Department of Health and Social Care; Cancer Research UK; Imperial College London; Society for the Study of Addiction","keywords":"Appeal; Advertising; Electronic cigarette; Vendor; Social media; Product (mathematics); Business; Marketing; Medicine; Political science; Law","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":[0.001243968,0.0001707374,0.0002361111,0.004805309,0.0008723721,0.002551767,0.0003335887,0.0006719292,0.007117869],"category_scores_gemma":[0.009043975,0.0002703291,0.0001981632,0.003775756,0.0007769684,0.002711515,0.001476523,0.0004224312,0.001616343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619427,"about_ca_system_score_gemma":0.0008931014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02206126,"about_ca_topic_score_gemma":0.03023366,"domain_scores_codex":[0.9986971,0.0002918134,0.0001827477,0.0001559296,0.0005338983,0.0001385267],"domain_scores_gemma":[0.9784239,0.009892309,0.00626543,0.0006163959,0.003957852,0.0008442048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000942694,0.000310654,0.6744383,0.005449221,0.00007586674,0.004663093,0.1146437,0.0001800848,0.009693491,0.001646974,0.02377297,0.164183],"study_design_scores_gemma":[0.00001230514,0.0001404106,0.9126939,0.000896286,0.00005784684,0.001520861,0.03135019,0.0003967216,0.001851458,0.0001497648,0.05086976,0.00006039779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825001,0.001575198,0.0001237983,0.0005567414,0.00002030977,0.00008505164,0.004359845,0.00005392555,0.01072503],"genre_scores_gemma":[0.9820777,0.002483543,0.0008087757,0.0004398424,0.00005030274,0.00008780396,0.004391879,0.00007389027,0.009586267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02206126,"threshold_uncertainty_score":0.04386568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308539035341216,"score_gpt":0.2777602660939716,"score_spread":0.2546748757405595,"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."}}