{"id":"W2055508765","doi":"10.2165/00019053-200725030-00007","title":"Modelling Cost Effectiveness of Insulin Glargine for the Treatment of Type 1 and 2 Diabetes in Canada","year":2007,"lang":"en","type":"article","venue":"PharmacoEconomics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sanofi (Canada)","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; Insulin glargine; Diabetes mellitus; Insulin; Type 2 diabetes; NPH insulin; Internal medicine; United Kingdom Prospective Diabetes Study; Type 1 diabetes; Type 2 Diabetes Mellitus; Quality of Life Research; Intensive care medicine; Endocrinology; Pediatrics; Public health","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":[0.0004547052,0.0000582822,0.0001920171,0.00005744503,0.00001345323,0.00000229711,0.00003937195,0.0000120315,0.00000827607],"category_scores_gemma":[0.000009849679,0.00004102482,0.00002075039,0.00007019526,0.00002911582,0.00002012198,0.00001153954,0.00003036334,2.60828e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918321,"about_ca_system_score_gemma":0.0001376457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0464291,"about_ca_topic_score_gemma":0.02210592,"domain_scores_codex":[0.9995594,0.00001265635,0.0001577256,0.00008369379,0.00003862803,0.0001479126],"domain_scores_gemma":[0.9991638,0.000640247,0.00004115555,0.00007171482,0.00004549557,0.00003760184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00281287,0.0004664336,0.7412772,0.001367208,0.000628301,0.000004283966,0.0001347354,0.08943213,0.00737475,0.0002460449,0.00009834773,0.1561577],"study_design_scores_gemma":[0.006504894,0.0003928011,0.03134808,0.00007020712,0.0001366175,1.159908e-7,0.00008519383,0.8425165,0.1102793,0.00006354528,0.008520972,0.00008186219],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969132,0.001721404,0.0001713862,0.00007634407,0.00009910187,0.0008247509,0.00001464699,0.000001697444,0.0001774547],"genre_scores_gemma":[0.9985404,0.001233432,0.00009161879,0.00002811788,0.00003035024,0.00002078667,0.00001130047,0.000008129507,0.00003585608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7530843,"threshold_uncertainty_score":0.9957381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04198260012634948,"score_gpt":0.3350996794739231,"score_spread":0.2931170793475736,"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."}}