{"id":"W2786285595","doi":"10.1016/j.drugalcdep.2017.12.018","title":"Acceptance and patterns of personal vaporizer use in Australia and the United Kingdom: Results from the International Tobacco Control survey","year":2018,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Waterloo; Canadian Tobacco Control Research Initiative; National Cancer Institute; Cancer Research UK; Robert Wood Johnson Foundation","keywords":"Vaporizer; Tobacco control; Environmental health; Kingdom; Medicine; Psychology; Public health; Nursing; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007703922,0.00008754022,0.0001423947,0.0000415262,0.00006053009,0.00006313985,0.00009115843,0.00004612542,0.00004060412],"category_scores_gemma":[0.0003231162,0.00005048564,0.00001724663,0.00008770092,0.0002406991,0.0001171173,0.00004032834,0.0001614307,4.765651e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001204989,"about_ca_system_score_gemma":0.00001379143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03477164,"about_ca_topic_score_gemma":0.003490745,"domain_scores_codex":[0.9991335,0.0001203164,0.0001953798,0.0002061796,0.0002452854,0.00009932653],"domain_scores_gemma":[0.9989189,0.0006985046,0.00009696127,0.0001344718,0.0001148526,0.00003630991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009029898,0.00001743733,0.9965929,0.000002154769,0.00002413472,0.000005840065,0.001502676,3.902521e-7,0.0002654996,0.00009336634,0.0001031569,0.0004894341],"study_design_scores_gemma":[0.005734922,0.00002171006,0.9929937,0.00009740892,0.00004694673,0.00001339648,0.0003167393,0.0002929025,0.0003292089,0.0000341889,0.00006157897,0.00005732581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985862,0.0000223009,0.00003636675,0.0007574279,0.0001531476,0.000174606,0.0002497411,0.000005934703,0.00001422841],"genre_scores_gemma":[0.9992898,0.00004587766,0.00001139943,0.0003298894,0.00009513042,0.000006160636,0.00007129893,0.000004902274,0.0001455116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03128089,"threshold_uncertainty_score":0.9716559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087896067536732,"score_gpt":0.3404011354706414,"score_spread":0.2316115287169683,"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."}}