{"id":"W4225944231","doi":"10.1093/ntr/ntac087","title":"Do Smokers’ Perceptions of the Harmfulness of Nicotine Replacement Therapy and Nicotine Vaping Products as Compared to Cigarettes Influence Their Use as an Aid for Smoking Cessation? Findings from the ITC Four Country Smoking and Vaping Surveys","year":2022,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ontario Institute for Cancer Research; University of Waterloo","funders":"University of Warwick; Medical Research Council; Canadian Institutes of Health Research; National Health and Medical Research Council; National Cancer Institute; Ontario Institute for Cancer Research","keywords":"Nicotine replacement therapy; Medicine; Smoking cessation; Nicotine; Confounding; Logistic regression; Multinomial logistic regression; Demography; Harm reduction; Harm; Relative risk; Environmental health; Tobacco control; Psychology; Confidence interval; Public health; Psychiatry; Internal medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007447537,0.0003160511,0.0005381842,0.000302684,0.001406264,0.000238183,0.0006167592,0.0001147938,0.0002490936],"category_scores_gemma":[0.00187211,0.0002265534,0.0000965829,0.00134971,0.0003555219,0.0003968231,0.0006875927,0.000929017,2.657605e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002680947,"about_ca_system_score_gemma":0.000382266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004929747,"about_ca_topic_score_gemma":0.0001998814,"domain_scores_codex":[0.9948015,0.001261853,0.0007726185,0.0008548315,0.001720098,0.0005890729],"domain_scores_gemma":[0.9952781,0.001815454,0.0003495715,0.001129766,0.001270097,0.0001570435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005642647,0.0002502472,0.9514735,0.00006815715,0.0001356253,6.154905e-7,0.007996689,0.0001949547,0.03503367,0.0001888371,0.0003240632,0.003769371],"study_design_scores_gemma":[0.003061832,0.0007231163,0.9380425,0.0004339688,0.0001106018,0.00002159497,0.01232176,0.0001630965,0.04407522,0.0001585139,0.0006582969,0.0002294879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932525,0.0002543672,0.00004459409,0.00344929,0.0002133714,0.002499052,0.000218995,0.00004630465,0.00002154778],"genre_scores_gemma":[0.9983302,0.0001071404,0.0001030329,0.0005605805,0.0001577117,0.0003881062,0.0001981106,0.00006661284,0.00008853051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01343099,"threshold_uncertainty_score":0.9998938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345714667918687,"score_gpt":0.3769901226384294,"score_spread":0.2424186558465607,"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."}}