{"id":"W2905797704","doi":"10.1111/add.14537","title":"Predicting vaping uptake, vaping frequency and ongoing vaping among daily smokers using longitudinal data from the International Tobacco Control (ITC) Four Country Surveys","year":2018,"lang":"en","type":"article","venue":"Addiction","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Canadian Institutes of Health Research; Cancer Research UK","keywords":"Medicine; Confidence interval; Odds ratio; Demography; Worry; Tobacco control; Longitudinal study; Depression (economics); Logistic regression; Smoking cessation; Odds; Public health; Environmental health; Internal medicine; Anxiety; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001941917,0.0002412758,0.000269115,0.0001313761,0.0007098996,0.0002636494,0.0003178266,0.000178187,0.0002106062],"category_scores_gemma":[0.0005976039,0.0002130478,0.0000500995,0.0002575842,0.0001932118,0.001080507,0.0001690278,0.0004427424,0.000004974147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003002333,"about_ca_system_score_gemma":0.0001282001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009024843,"about_ca_topic_score_gemma":0.001329893,"domain_scores_codex":[0.9976593,0.0001755791,0.0005165007,0.0006422545,0.0006621464,0.0003442219],"domain_scores_gemma":[0.998286,0.0003477374,0.0003484204,0.0006195601,0.0002913364,0.0001069579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005062543,0.00002737071,0.9869863,0.000007439204,0.0002534319,0.00001497357,0.0004794749,0.00003729243,0.004342221,0.00001514697,0.0002736978,0.00751197],"study_design_scores_gemma":[0.001641011,0.00006576102,0.9549471,0.0006565852,0.0005791349,0.00007007833,0.0007875823,0.04073206,0.0001414804,0.00002608431,0.0001640884,0.0001890974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774494,0.0002162791,0.01897198,0.0001882968,0.002029871,0.0003533827,0.0001771622,0.0001680876,0.0004455908],"genre_scores_gemma":[0.9956993,0.00005211036,0.0005118719,0.0003052446,0.002510055,0.00001263014,0.0008493358,0.00004415899,0.00001531174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04069477,"threshold_uncertainty_score":0.9975742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09054100830769343,"score_gpt":0.3112057444695336,"score_spread":0.2206647361618402,"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."}}