{"id":"W2274300369","doi":"10.18553/jmcp.2007.13.9-c.1","title":"The Changing Landscape of Type 2 Diabetes: The Role of Incretin-Based Therapies in Managed Care Outcomes","year":2007,"lang":"en","type":"review","venue":"Journal of Managed Care Pharmacy","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; McGill University; U.S. Department of Veterans Affairs; University of Southern California; Eli Lilly and Company; American Diabetes Association","keywords":"Medicine; Incretin; Intensive care medicine; Exenatide; Type 2 Diabetes Mellitus; Disease; Diabetes mellitus; Type 2 diabetes; Postprandial; Sitagliptin; Bioinformatics; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01455598,0.0004482836,0.00105688,0.001661075,0.001166656,0.00565141,0.001087116,0.002365234,0.003530808],"category_scores_gemma":[0.03316091,0.0001926058,0.0009839657,0.002607688,0.002418617,0.005964149,0.003043253,0.006169918,0.0004222399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004800757,"about_ca_system_score_gemma":0.00812389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005571465,"about_ca_topic_score_gemma":0.007202474,"domain_scores_codex":[0.9949226,0.002680852,0.0005007414,0.0002856802,0.001256509,0.0003536542],"domain_scores_gemma":[0.9713013,0.01670072,0.004149988,0.0004911143,0.004297372,0.003059562],"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":[0.0002407349,0.0001491947,0.01578451,0.004660148,0.0003288306,0.0002917337,0.001099946,0.001180481,0.0001967827,0.0717179,0.1295946,0.7747551],"study_design_scores_gemma":[0.0002080451,0.0006470806,0.04595811,0.05029111,0.0006526784,0.001026744,0.003281569,0.004094101,0.000354762,0.1688902,0.7243447,0.0002509558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003333739,0.5454375,0.002550025,0.4360752,0.005098372,0.0000338611,0.0002250722,0.00007362166,0.007172649],"genre_scores_gemma":[0.08123826,0.8402009,0.006290695,0.04940122,0.02155089,0.0001360348,0.0002967638,0.00004822672,0.0008369407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01455598,"threshold_uncertainty_score":0.07698029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024009581767196,"score_gpt":0.3462957103518828,"score_spread":0.3160556145342109,"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."}}