{"id":"W2043518229","doi":"10.1002/hec.1336","title":"Heterogeneity in preferences for smoking cessation","year":2008,"lang":"en","type":"article","venue":"Health Economics","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada","funders":"Health Canada","keywords":"Smoking cessation; Preference; Tobacco control; Health economics; Mixed logit; Medicine; Logistic regression; Cornerstone; Public health; Environmental health; Psychology; Economics; Geography; Microeconomics; Internal medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0005950545,0.0001046192,0.0003086111,0.000131603,0.0001402858,0.0000160805,0.0001061125,0.00007589708,0.00009402864],"category_scores_gemma":[0.000016285,0.0001443625,0.00006211115,0.00003985655,0.00003615926,0.0002796688,0.00002217239,0.00006990749,0.0001142783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005195774,"about_ca_system_score_gemma":0.0000444105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003518431,"about_ca_topic_score_gemma":0.0004514231,"domain_scores_codex":[0.9986276,0.00001189971,0.0007339319,0.0003486882,0.00000840236,0.0002694992],"domain_scores_gemma":[0.9993188,0.00004362974,0.0003953642,0.0001692586,0.000003549119,0.00006941341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006721278,0.00004352069,0.9796795,0.00002355316,0.000008241947,8.423544e-8,0.0004952513,0.001818917,3.052716e-7,0.01621716,0.0001588322,0.001547913],"study_design_scores_gemma":[0.0007892547,0.00007210542,0.9710253,0.000006311024,7.263954e-7,0.000002855063,0.00006321726,0.005550081,0.00002770214,0.01457142,0.007723373,0.0001675859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944952,0.0007592536,0.001097268,0.0005142984,0.0003419573,0.0003816582,0.0001070234,0.00001703244,0.002286314],"genre_scores_gemma":[0.9957396,0.002070929,0.001061002,0.0007605019,0.00008214363,0.0001070779,0.00007789801,0.00001744915,0.00008339508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008654136,"threshold_uncertainty_score":0.588693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3124532767392069,"score_gpt":0.2832286564699108,"score_spread":0.02922462026929606,"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."}}