{"id":"W2077685570","doi":"10.1007/s10654-013-9835-6","title":"The 21st century benefits of smoking cessation in Europe","year":2013,"lang":"en","type":"article","venue":"European Journal of Epidemiology","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Smoking cessation; Public health; Epidemiology; Environmental health; Family medicine; Internal medicine; Nursing; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.005399633,0.00008626498,0.000324461,0.0001375643,0.00004567665,0.000006006604,0.0001594165,0.00003438958,0.00007802281],"category_scores_gemma":[0.004091072,0.00005270143,0.00007692911,0.0002128244,0.00009755532,0.00009662097,0.00003193146,0.0003771787,0.000007708823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003511419,"about_ca_system_score_gemma":0.00003469052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002282178,"about_ca_topic_score_gemma":0.000001664663,"domain_scores_codex":[0.9970093,0.001458382,0.001097413,0.00009921121,0.0001367641,0.0001988673],"domain_scores_gemma":[0.9976686,0.0007979614,0.0008725338,0.0001803849,0.0004058907,0.00007468212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005871192,0.00005403168,0.8693152,0.00001261905,0.00002856481,0.00001964689,0.0002593038,0.0002255228,0.0007833887,0.002220739,0.001075101,0.1259472],"study_design_scores_gemma":[0.0007231088,0.0002941322,0.9898168,0.0001624223,0.00004146634,0.0001514555,0.0002556756,0.00001979949,0.0001324357,0.0001133891,0.008245452,0.00004383057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880257,0.001519229,0.0001056606,0.002318988,0.0005089515,0.00009253556,7.079557e-7,0.000005759642,0.007422455],"genre_scores_gemma":[0.9966599,0.002436868,0.0001935023,0.0003947968,0.0002517211,7.307534e-7,0.000003945663,0.00001677705,0.00004173753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1259033,"threshold_uncertainty_score":0.4897691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06450116288188808,"score_gpt":0.3132513614041576,"score_spread":0.2487501985222695,"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."}}