{"id":"W4390140071","doi":"10.1093/ntr/ntad258","title":"Responses to Real-World and Hypothetical E-Cigarette Flavor Bans Among US Young Adults Who Use Flavored E-Cigarettes","year":2023,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; National Institute on Drug Abuse; Center for Tobacco Products; National Institutes of Health","keywords":"Environmental health; Flavor; Electronic cigarette; Population; Tobacco control; Tobacco use; Medicine; Advertising; Public health; Business","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002412264,0.0003196114,0.0005148615,0.001393093,0.0004085025,0.0003050221,0.0003036805,0.0002583469,0.0002866374],"category_scores_gemma":[0.002899726,0.0002892539,0.0001284962,0.002667492,0.0004247355,0.0002973787,0.0003932509,0.001086647,0.00009199505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568224,"about_ca_system_score_gemma":0.0002114944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003830904,"about_ca_topic_score_gemma":0.001869898,"domain_scores_codex":[0.9949375,0.0004551267,0.0005356359,0.0009295343,0.001952558,0.001189672],"domain_scores_gemma":[0.9963433,0.001244522,0.00006292756,0.0009478309,0.0007151713,0.0006862686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001120124,0.0001044701,0.9613008,0.00004364911,0.00003926174,0.0001637723,0.0008875784,0.000002638304,0.002888761,0.0001747001,0.02790264,0.005371548],"study_design_scores_gemma":[0.001530987,0.0005569943,0.9848571,0.0005630214,0.00007261401,0.00002461964,0.0005097737,0.0001866495,0.009168134,0.00003745153,0.002207295,0.0002853446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880475,0.00002019367,0.000004688045,0.00818354,0.0002162666,0.001176323,0.00005545465,0.0003929841,0.001903084],"genre_scores_gemma":[0.9699271,0.0001860431,0.0000780159,0.000307973,0.0003893384,0.0001937633,0.0001108135,0.0001083254,0.02869858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0267955,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08517247308880851,"score_gpt":0.3817939951597215,"score_spread":0.296621522070913,"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."}}