{"id":"W4407953727","doi":"10.1136/heartjnl-2024-325030","title":"Cardiovascular health effects of vaping e-cigarettes: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Heart","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Brampton Civic Hospital; Queen's University; Centre for Addiction and Mental Health; Western University; University of Toronto","funders":"","keywords":"Medicine; Meta-analysis; Diastole; Blood pressure; Subgroup analysis; Internal medicine; Cardiology; Cigarette smoking; Heart rate; Risk factor","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001525393,0.0002954665,0.0156669,0.0003761708,0.00004103415,0.00001076385,0.00006443643,0.000145735,0.00003297666],"category_scores_gemma":[0.0003760814,0.0001899226,0.00639389,0.001043907,0.00002218361,0.00001996327,0.00003171898,0.000230556,0.000001450001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008574221,"about_ca_system_score_gemma":0.0002553802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005176824,"about_ca_topic_score_gemma":6.305416e-7,"domain_scores_codex":[0.997249,0.0007945486,0.0009795174,0.0003628344,0.0004551324,0.0001589628],"domain_scores_gemma":[0.9981145,0.0003681117,0.0003749592,0.0009587717,0.00009372817,0.00008988483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[1.188709e-7,0.00001312139,0.000004104705,0.8434508,0.1544582,0.000004300747,0.0000137248,3.32617e-8,3.35709e-9,0.00000344517,0.0001952274,0.001856943],"study_design_scores_gemma":[0.00004543886,0.00002380591,0.00001326155,0.2977618,0.6889095,0.00003049182,0.000002061474,9.019296e-8,1.886408e-7,3.102631e-7,0.01313803,0.00007505896],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.404953e-7,0.9951658,0.00007989167,0.0001340933,0.00003622302,0.004515044,0.00001493602,0.00002742909,0.00002593881],"genre_scores_gemma":[0.00001938867,0.9980546,0.00003608126,0.0008064312,0.00001260875,0.0006979271,0.00007792108,0.00001951001,0.0002755641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.545689,"threshold_uncertainty_score":0.9989465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08575347696550369,"score_gpt":0.3902258186717054,"score_spread":0.3044723417062017,"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."}}