{"id":"W4220838185","doi":"10.18332/tid/146364","title":"Reasons for using e-cigarettes and support for e-cigarette regulations: Findings from the 2020 ITC Malaysia Survey","year":2022,"lang":"en","type":"article","venue":"Tobacco Induced Diseases","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; University of Waterloo","funders":"","keywords":"Medicine; Demography; Limiting; Nicotine; Environmental health; Malay; Taste; Tobacco control; Traditional medicine; Public health; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003722283,0.0001676575,0.0002393986,0.00005583478,0.0006834407,0.00006948096,0.0001289405,0.00006572517,0.000360625],"category_scores_gemma":[0.0006765801,0.0001427438,0.0001123205,0.0002253908,0.00004995949,0.0001237581,0.00008428535,0.0001405448,3.190994e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231997,"about_ca_system_score_gemma":0.000208174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003409215,"about_ca_topic_score_gemma":0.00001590891,"domain_scores_codex":[0.9987159,0.00008811692,0.0002492589,0.0003684385,0.0003295186,0.0002488151],"domain_scores_gemma":[0.9984627,0.0008219087,0.0001147919,0.0003435464,0.0001325293,0.0001244753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000398572,0.0001048428,0.9860339,0.000011664,0.0000805126,0.000003360035,0.0001732279,0.00001805572,0.001176509,0.0001188761,0.009686952,0.002193574],"study_design_scores_gemma":[0.001314452,0.0001810735,0.9954283,0.00003339715,0.0007693003,0.000009930436,0.0004886166,0.0002910137,0.000510014,0.000242507,0.0005538494,0.0001775376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934518,0.0001110698,0.0001142992,0.001297765,0.0002748737,0.001208192,0.003456965,0.00006929953,0.00001576105],"genre_scores_gemma":[0.9944646,0.000004365389,0.0001212339,0.0008662809,0.0002728601,0.0005133131,0.00357115,0.00004280511,0.000143431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009394455,"threshold_uncertainty_score":0.5820921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06462991668324271,"score_gpt":0.3213262478637373,"score_spread":0.2566963311804946,"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."}}