{"id":"W2005001514","doi":"10.1089/dia.2009.0034","title":"Socioeconomic Differences in Preferences and Willingness-to-Pay for Insulin Delivery Systems in Type 1 and Type 2 Diabetes","year":2009,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Socioeconomic status; Willingness to pay; Medicine; Insulin; Confidence interval; Diabetes mellitus; Type 1 diabetes; Household income; Environmental health; Demography; Internal medicine; Endocrinology; Economics; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002732267,0.0001679345,0.0002186664,0.0003546894,0.0002257312,0.0006492974,0.0001360942,0.0003426348,0.004185132],"category_scores_gemma":[0.01049664,0.00009789297,0.0005805707,0.0002931262,0.0004550033,0.0003827362,0.0004269486,0.0005635827,0.0001906904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339274,"about_ca_system_score_gemma":0.0001855763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000785292,"about_ca_topic_score_gemma":0.0007780759,"domain_scores_codex":[0.9985759,0.0008977343,0.0001084725,0.00008554264,0.0002281455,0.0001042041],"domain_scores_gemma":[0.991377,0.005410827,0.002135605,0.000210763,0.000172245,0.000693603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00177595,0.0008228265,0.9865857,0.00003651822,0.0002679363,0.0001210274,0.0006139168,0.0005087815,0.0004051398,0.0002424142,0.0001263253,0.008493503],"study_design_scores_gemma":[0.00006544818,0.0008123202,0.9960263,0.00001606225,0.00004355306,0.0001711084,0.0006925224,0.001494096,0.0001367278,0.0003436678,0.0001839255,0.00001432669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993969,0.00005225457,0.00006035603,0.00004992427,0.000002087605,0.000005650354,0.00003447886,4.151937e-7,0.000397765],"genre_scores_gemma":[0.9998254,0.00001987661,0.0000439977,0.00002280643,0.000001931823,0.0000046439,0.0000304782,2.791481e-7,0.00005071383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004185132,"threshold_uncertainty_score":0.01444978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05975285004225333,"score_gpt":0.2252288710139159,"score_spread":0.1654760209716626,"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."}}