{"id":"W4324141367","doi":"10.3390/youth3010030","title":"A Multi-Faceted Approach to Communicate the Risks Associated with E-Cigarette Use to Youth","year":2023,"lang":"en","type":"article","venue":"Youth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biopsychosocial model; Electronic cigarette; Interpersonal communication; Socioeconomic status; Psychology; Health care; Medicine; Environmental health; Internet privacy; Psychiatry; Social psychology; Political science; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01398119,0.001007624,0.000730005,0.00332282,0.006267054,0.005665893,0.001953611,0.003192741,0.01307837],"category_scores_gemma":[0.01790297,0.0005868225,0.001605439,0.001300404,0.00287487,0.00640063,0.01076336,0.004245168,0.003454756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003805091,"about_ca_system_score_gemma":0.007670711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00473394,"about_ca_topic_score_gemma":0.0107999,"domain_scores_codex":[0.9874893,0.009117479,0.0007944067,0.0005281962,0.001264454,0.0008062107],"domain_scores_gemma":[0.9893053,0.004454513,0.001003825,0.0006420379,0.002188919,0.002405507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001389502,0.001330288,0.03196533,0.001997637,0.0001371103,0.003040269,0.3588054,0.0006752928,0.004733172,0.02741141,0.05058965,0.5191755],"study_design_scores_gemma":[0.0001440391,0.001016529,0.0348091,0.006223142,0.00030733,0.007203374,0.2955125,0.005593895,0.003454921,0.05529908,0.5900979,0.0003381775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2743683,0.009494192,0.2877544,0.1202896,0.003482102,0.009884428,0.0008623138,0.003358446,0.2905061],"genre_scores_gemma":[0.6473148,0.008535811,0.2775598,0.01558656,0.0008105254,0.006046465,0.0004291314,0.0002700099,0.04344685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01398119,"threshold_uncertainty_score":0.07394052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.268352242302986,"score_gpt":0.3458991261577068,"score_spread":0.07754688385472075,"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."}}