{"id":"W4413803595","doi":"10.3389/fpubh.2025.1662234","title":"Impact of electronic cigarette use and sleep duration, sleep issues and insomnia: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Insomnia; Odds ratio; Medicine; Sleep (system call); Odds; Electronic cigarette; Psychiatry; Internal medicine; Logistic regression","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01066338,0.002846648,0.01641398,0.007574628,0.0007531788,0.003112034,0.00236447,0.002384465,0.003367491],"category_scores_gemma":[0.02400895,0.001620113,0.0424035,0.008031714,0.0006584269,0.001682277,0.001589221,0.001702721,0.000250595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002652517,"about_ca_system_score_gemma":0.004754006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007974958,"about_ca_topic_score_gemma":0.01650159,"domain_scores_codex":[0.9933697,0.002515596,0.002261903,0.000684066,0.0009168177,0.0002518608],"domain_scores_gemma":[0.984199,0.01142932,0.002482391,0.0004081402,0.001273703,0.0002074057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0013397,0.00005244576,0.00676726,0.4053511,0.5726488,0.0001526753,0.00007809926,0.0004401061,0.0001884465,0.0001029917,0.0004611773,0.01241727],"study_design_scores_gemma":[0.0002700846,0.0001672269,0.004384598,0.02254102,0.9711538,0.0001094122,0.00003563235,0.0001449647,0.00008615341,0.0000991214,0.0009895106,0.00001845933],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005248736,0.9930807,0.0004202688,0.0001527617,0.0001031645,0.0002862949,0.0004895585,0.00001980127,0.0001988011],"genre_scores_gemma":[0.1327965,0.8614894,0.002265374,0.0006601926,0.0002161496,0.001302038,0.0009128208,0.00002195764,0.0003356348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01641398,"threshold_uncertainty_score":0.05639398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08224875402134614,"score_gpt":0.3956338850052945,"score_spread":0.3133851309839484,"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."}}