{"id":"W4387096124","doi":"10.1016/j.amepre.2023.09.020","title":"E-Cigarette Dependence and Depressive Symptoms Among Youth","year":2023,"lang":"en","type":"article","venue":"American Journal of Preventive Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; U.S. Food and Drug Administration; Center for Tobacco Products; National Institutes of Health","keywords":"Depression (economics); Center for Epidemiologic Studies Depression Scale; Medicine; Stressor; Demography; Association (psychology); Psychiatry; Psychology; Depressive symptoms; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004513967,0.0002577696,0.0003732473,0.0009391633,0.000607836,0.0009364781,0.0003127428,0.0006378344,0.002135533],"category_scores_gemma":[0.001164148,0.0004153338,0.000606204,0.0009094189,0.00023951,0.00042796,0.00052921,0.0009463739,0.0002912406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472777,"about_ca_system_score_gemma":0.0004836308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02985143,"about_ca_topic_score_gemma":0.05577801,"domain_scores_codex":[0.9996641,0.00007001952,0.00003447229,0.00003662096,0.00007295877,0.0001219611],"domain_scores_gemma":[0.9990129,0.00009130462,0.0003707456,0.00002196365,0.0001227067,0.000380383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000034056,0.000107418,0.9990268,0.000003764628,0.00002260184,0.00003396327,0.0000737412,0.000004266077,0.00005111363,0.000007973677,0.00005189707,0.0005824495],"study_design_scores_gemma":[0.000002306185,0.00002784096,0.9996434,0.000003305942,0.00001199369,0.00003900606,0.000197943,0.00001807168,0.0000113411,0.00000401508,0.00003989391,8.274389e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991092,0.0002163908,0.000009386516,0.00004941408,0.00000739639,0.000005782545,0.0001785157,0.000001386459,0.0004224009],"genre_scores_gemma":[0.9992461,0.0001480848,0.00001615598,0.00003818507,0.000008675453,0.000003557388,0.0001717859,8.963736e-7,0.0003664786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02985143,"threshold_uncertainty_score":0.05935538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875394493666236,"score_gpt":0.3035612801509601,"score_spread":0.2848073352142977,"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."}}