{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001729572,0.0001047908,0.0001840024,0.00007733495,0.00006329182,0.00001565702,0.00006513529,0.00004763876,0.0003720524],"category_scores_gemma":[0.00002510475,0.00008620435,0.00008824404,0.00005152518,0.00001279126,0.00009048261,0.00001991142,0.00009586485,0.0007081761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053829,"about_ca_system_score_gemma":0.00008699991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002063609,"about_ca_topic_score_gemma":0.000003632075,"domain_scores_codex":[0.9993137,0.000009900101,0.0002609483,0.0001894309,0.00004275691,0.0001832705],"domain_scores_gemma":[0.9995081,0.00004327969,0.00005125704,0.0001246929,0.00007839292,0.0001943096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003025225,0.0008845981,0.009374543,0.0003520428,0.0003931726,0.00003627502,0.001822227,0.01209174,0.08619408,0.00129586,0.1281406,0.7563896],"study_design_scores_gemma":[0.002994532,0.00005827435,0.0003327703,0.00001128851,0.00004963797,0.00001949681,0.00002349505,0.01681608,0.08404105,0.00001016046,0.8954868,0.000156443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851493,0.0001260119,0.002425091,0.008101197,0.0005518023,0.0007694564,0.00002923979,0.00008743767,0.002760518],"genre_scores_gemma":[0.9655261,0.00004614959,0.003495459,0.02712031,0.0012977,0.00006779002,0.0000208969,0.0000301273,0.002395464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7673461,"threshold_uncertainty_score":0.9102408,"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."}}