{"id":"W2274080564","doi":"10.1093/qjmed/hcv223","title":"E-cigarettes: effective cessation tools or public health threat?","year":2016,"lang":"en","type":"article","venue":"QJM","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Terry Fox Research Institute","keywords":"Smoking cessation; Public health; Varenicline; Medicine; Environmental health; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003301098,0.00008811901,0.0001601452,0.0000785418,0.0000726787,0.00002837394,0.00004462869,0.00007129758,0.000577211],"category_scores_gemma":[0.0002633373,0.00004841433,0.00004208457,0.0001568091,0.00003428022,0.0002277282,0.00001130168,0.00007216841,0.00002289821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002690669,"about_ca_system_score_gemma":0.0001551348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003469753,"about_ca_topic_score_gemma":0.000009202777,"domain_scores_codex":[0.999154,0.0000583971,0.0001476864,0.000185458,0.0002477736,0.0002066833],"domain_scores_gemma":[0.9993608,0.0001462293,0.00007569259,0.0002119916,0.00008902336,0.0001162558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006478394,0.00008921769,0.3060392,0.00002440259,0.00002147211,0.000006921376,0.000451378,3.514496e-8,0.0008418477,0.0004807803,0.003640393,0.6883396],"study_design_scores_gemma":[0.001473952,0.0004614101,0.9881924,0.0001637625,0.00002478601,0.00001968183,0.0001017734,0.000001939577,0.00288069,0.0001043407,0.006493327,0.00008188223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804841,0.00003259948,0.003146937,0.01367565,0.0002656858,0.0005287263,0.00001239218,0.0001522326,0.001701674],"genre_scores_gemma":[0.9971917,0.00002649591,0.00003542554,0.000979452,0.0001935336,0.0000838387,0.0000363009,0.00001543504,0.001437841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6882578,"threshold_uncertainty_score":0.6320056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09275822623693065,"score_gpt":0.3514035013688256,"score_spread":0.2586452751318949,"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."}}