{"id":"W2892681501","doi":"10.1200/jgo.18.26800","title":"Cost-Effectiveness of Smoking Cessation Within a Lung Cancer Screening Program in Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Smoking cessation; Lung cancer screening; Varenicline; Lung cancer; Nicotine replacement therapy; Abstinence; Cost effectiveness; Environmental health; Emergency medicine; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004344465,0.00008315934,0.0004336596,0.00004518873,0.00002117168,0.000004066962,0.00005978163,0.00006163699,0.00003158512],"category_scores_gemma":[0.000064764,0.00006275678,0.00005387703,0.0002444374,0.00005018547,0.00006210429,0.00001755159,0.0001309592,1.016438e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009197664,"about_ca_system_score_gemma":0.004379332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5097323,"about_ca_topic_score_gemma":0.833734,"domain_scores_codex":[0.9989523,0.0001285339,0.0004127434,0.00009576458,0.0002506884,0.0001599759],"domain_scores_gemma":[0.9988834,0.0001088368,0.0004831006,0.00006626442,0.0003656319,0.00009279268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00109533,0.0002759263,0.9469374,0.0001032848,0.0002899185,0.0002325041,0.00009172571,0.0003394456,0.00004761134,0.000060197,0.0006142515,0.04991239],"study_design_scores_gemma":[0.005068499,0.002292698,0.9873267,0.001324898,0.0002946949,0.0001651026,0.0001726995,0.0004941531,0.001163915,0.00003612176,0.001605252,0.00005526124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962132,0.0008574377,0.0001350823,0.0007860129,0.0006964568,0.0004776161,0.000009183991,0.000003230332,0.0008217708],"genre_scores_gemma":[0.998433,0.00007128907,0.001080779,0.0001698995,0.0001940465,0.00004260082,0.000001501702,0.000005122555,0.000001767548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3240017,"threshold_uncertainty_score":0.9946058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537345385810668,"score_gpt":0.407207398711634,"score_spread":0.3718339448535273,"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."}}