{"id":"W4317569421","doi":"10.1136/tc-2022-057764","title":"Reducing attractiveness of e-liquids: proposal for a restrictive list of tobacco-related flavourings","year":2023,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rijksinstituut voor Volksgezondheid en Milieu; Health Canada","keywords":"Flavour; Tobacco industry; Spreadability; Medicine; Environmental health; Food science; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02035184,0.001134231,0.001429159,0.009831123,0.001628401,0.003582394,0.003960748,0.002923756,0.004276379],"category_scores_gemma":[0.04108764,0.0005464228,0.002845233,0.005428568,0.001560144,0.002799566,0.003290974,0.00218406,0.00193484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002395395,"about_ca_system_score_gemma":0.0096995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01616289,"about_ca_topic_score_gemma":0.0168254,"domain_scores_codex":[0.9832169,0.005164965,0.00404083,0.001316778,0.005196915,0.001063587],"domain_scores_gemma":[0.9409307,0.019579,0.008181802,0.00437027,0.02398633,0.002951928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002989663,0.002648145,0.4959074,0.005435435,0.0004037798,0.001377978,0.003740728,0.009792683,0.02102149,0.01828276,0.04671446,0.3916854],"study_design_scores_gemma":[0.0008834489,0.00408881,0.7229108,0.004592432,0.001229571,0.001503563,0.007274808,0.04090187,0.01862127,0.01613325,0.181151,0.0007092011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6739498,0.004194002,0.2066999,0.0305501,0.001449147,0.01648866,0.02888906,0.001853408,0.03592592],"genre_scores_gemma":[0.4373918,0.0022429,0.4997516,0.008271853,0.0007197043,0.01234704,0.03105124,0.000260798,0.007963002],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02035184,"threshold_uncertainty_score":0.1076321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423952995078403,"score_gpt":0.3103095084684203,"score_spread":0.2860699785176363,"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."}}