{"id":"W2078517534","doi":"10.2165/00019053-200523120-00006","title":"Willingness to Pay for Inhaled Insulin","year":2005,"lang":"en","type":"article","venue":"PharmacoEconomics","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Insulin; Medicine; Diabetes mellitus; Willingness to pay; Insulin analog; Type 1 diabetes; Contingent valuation; Internal medicine; Endocrinology; Human insulin; Economics","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":[0.00162904,0.0002237182,0.000430054,0.0005110674,0.000300957,0.001648544,0.0003601927,0.002208297,0.02019104],"category_scores_gemma":[0.01204878,0.0002051093,0.001480333,0.0002864264,0.0002777652,0.0007924908,0.0004520848,0.001514302,0.001641652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000796714,"about_ca_system_score_gemma":0.0005083055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022436,"about_ca_topic_score_gemma":0.0006894512,"domain_scores_codex":[0.9985373,0.0006602383,0.0001053547,0.0001114382,0.000299264,0.000286415],"domain_scores_gemma":[0.9922171,0.005534543,0.0008189827,0.0004520829,0.0004022574,0.0005749933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01215462,0.002855974,0.5565524,0.0004082633,0.001793537,0.001928924,0.0006063679,0.01750917,0.006327233,0.04176337,0.01489817,0.3432019],"study_design_scores_gemma":[0.001001803,0.004644269,0.8404338,0.0003596664,0.001449159,0.01112449,0.002926909,0.05500516,0.00414309,0.0455234,0.03323054,0.0001577243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8970672,0.001812805,0.005619693,0.01368174,0.0002602444,0.000112643,0.0009845962,0.00007668002,0.08038431],"genre_scores_gemma":[0.9951212,0.000138326,0.0002940407,0.0004224515,0.00007772726,0.00001331499,0.0001599905,0.000005155699,0.003767806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02019104,"threshold_uncertainty_score":0.06754577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629128437985683,"score_gpt":0.3449360948945748,"score_spread":0.3186448105147179,"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."}}