{"id":"W2934048093","doi":"10.21037/tlcr.2019.03.08","title":"Electronic cigarettes: not evidence-based cessation","year":2019,"lang":"en","type":"editorial","venue":"Translational Lung Cancer Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"International Association for the Study of Lung Cancer","keywords":"Medicine; Surgeon general; Smoke; Cigarette smoke; Electronic cigarette; Nicotine; Tobacco smoke; Environmental health; Public health; Psychiatry; Waste management; Pathology; Engineering","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_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002337087,0.000315551,0.0004705384,0.0006854418,0.0002281451,0.0001171525,0.0003281276,0.001022173,0.002157481],"category_scores_gemma":[0.0005174029,0.0003058059,0.0002285264,0.0007498553,0.0001489241,0.0002875504,0.00001818704,0.003202633,0.00002675196],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00196306,"about_ca_system_score_gemma":0.01197617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007045857,"about_ca_topic_score_gemma":0.00007587321,"domain_scores_codex":[0.9915649,0.0003116915,0.0004666377,0.0007921577,0.006082429,0.0007822312],"domain_scores_gemma":[0.9944054,0.002741859,0.0001354389,0.0005331775,0.002037213,0.0001468526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002105298,0.0001198943,0.02008166,0.001305145,0.0001952716,0.000009724461,0.0001872702,0.0004339886,0.0008859781,0.0002533061,0.9699541,0.004468337],"study_design_scores_gemma":[0.005917223,0.0008770954,0.08309563,0.009304342,0.001138198,0.000002266975,0.00002851912,0.003494593,0.003865825,0.0002070489,0.8911394,0.0009298162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.06637039,0.01029567,0.00134792,0.02377884,0.8875511,0.006597009,0.001341615,0.0004198474,0.002297613],"genre_scores_gemma":[0.5548062,0.001289086,0.00001807232,0.0001221049,0.4360192,0.0006409111,0.003343667,0.00011643,0.003644298],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4884358,"threshold_uncertainty_score":0.9999394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009309296367792,"score_gpt":0.4581710566651612,"score_spread":0.357240127028382,"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."}}