{"id":"W4324129532","doi":"10.1001/jamanetworkopen.2023.1799","title":"Association of Fully Branded and Standardized e-Cigarette Packaging With Interest in Trying Products Among Youths and Adults in Great Britain","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":32,"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; British Heart Foundation; Cancer Research UK; Imperial College London; Society for the Study of Addiction","keywords":"Packaging and labeling; Tobacco control; Advertising; Tobacco product; Psychological intervention; Appeal; Logistic regression; Product (mathematics); Psychology; Environmental health; Medicine; Demography; Public health; Marketing; Business; Political science; Sociology","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":[0.001558405,0.0001020737,0.0003256612,0.0001223266,0.0000352901,0.00009419159,0.0000609296,0.00009738121,0.000007168625],"category_scores_gemma":[0.0002469413,0.00008944682,0.00001169177,0.0006287271,0.00003198149,0.0002595008,0.00009047483,0.0002228745,1.432168e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149706,"about_ca_system_score_gemma":0.00004568234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005057966,"about_ca_topic_score_gemma":0.001844912,"domain_scores_codex":[0.9989527,0.0001181426,0.0002598942,0.0002645754,0.0001868663,0.0002177717],"domain_scores_gemma":[0.9994888,0.0001025593,0.0001496048,0.0001284905,0.00008757831,0.00004292497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001182819,0.00001790541,0.9843685,0.0000832217,0.00002686976,0.00003903671,0.002793892,0.00002920438,0.00005762791,0.000007074225,0.0003885087,0.01100534],"study_design_scores_gemma":[0.007537171,0.000114628,0.9880223,0.002417705,0.00005859696,0.00000534532,0.001135453,0.0003487629,0.00019217,0.00004696732,0.00002338822,0.0000975442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973026,0.00004584026,0.000005928378,0.001536647,0.00005218221,0.0008151057,0.000006439132,0.00002477165,0.0002104768],"genre_scores_gemma":[0.9994739,0.0000591747,0.0000502853,0.00005296584,0.00007675361,0.00003432947,0.00006116454,0.00001785479,0.000173625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090779,"threshold_uncertainty_score":0.3647535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744012223259305,"score_gpt":0.2776837139141355,"score_spread":0.2502435916815425,"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."}}