{"id":"W4205308103","doi":"10.24095/hpcdp.42.1.03","title":"Predictors of pod-type e-cigarette device use among Canadian youth and young adults","year":2022,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tobacco Research Unit; University of Toronto","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Demography; Young adult; Logistic regression; Medicine; Odds ratio; Population; Odds; Nicotine; Psychology; Gerontology; Environmental health; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006908966,0.0004336933,0.000404704,0.001350211,0.002742302,0.001151526,0.001250558,0.000569104,0.003083011],"category_scores_gemma":[0.002026797,0.0004128373,0.0009102534,0.002737258,0.0005085475,0.0003696698,0.0007577333,0.0009956098,0.0003293034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01162846,"about_ca_system_score_gemma":0.0221424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885468,"about_ca_topic_score_gemma":0.9928237,"domain_scores_codex":[0.9993833,0.00002802656,0.00003479954,0.00009093761,0.0002669315,0.000195877],"domain_scores_gemma":[0.9986774,0.00005631769,0.0002674167,0.0000352898,0.0006477057,0.000315802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001982833,0.00002021467,0.9964862,0.00002843706,0.00001780073,0.0000268363,0.0003186028,0.00003203268,0.00005262001,0.00003497414,0.0008734568,0.002089027],"study_design_scores_gemma":[0.000002344703,0.00001495134,0.9980987,0.00004109389,0.00002024967,0.00003653914,0.001038074,0.0001276357,0.00002583443,0.00001189551,0.0005774505,0.000005257771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866437,0.001128175,0.0001025895,0.0005507936,0.00002495687,0.00007838156,0.008460831,0.00001951773,0.002990977],"genre_scores_gemma":[0.9945955,0.000860881,0.000281869,0.000111963,0.000008114983,0.00003157724,0.003296167,0.000004943659,0.0008090326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162846,"threshold_uncertainty_score":0.08437079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002008928688193,"score_gpt":0.2909568827701901,"score_spread":0.2609367934833081,"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."}}