{"id":"W1488133404","doi":"10.1002/9780470910016.ch12","title":"Dipeptidyl Peptidase IV Inhibitors for Treatment of Diabetes","year":2011,"lang":"en","type":"other","venue":"","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Incretin; Type 2 diabetes; Diabetes mellitus; Dipeptidyl peptidase-4; Medicine; Pharmacology; Hormone; Endocrinology; Internal medicine; Chemistry","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":[0.0001595393,0.0006500333,0.0005030068,0.001209266,0.0001718851,0.0005256602,0.0003955872,0.0005513802,0.06312693],"category_scores_gemma":[0.0002288372,0.0001073838,0.0003901257,0.0009070323,0.0001441507,0.0004755584,0.0004509993,0.001168597,0.02842875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334062,"about_ca_system_score_gemma":0.0004427765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005263373,"about_ca_topic_score_gemma":0.002113754,"domain_scores_codex":[0.9999181,0.000008966979,0.000005267195,0.00001084818,0.00004460784,0.00001223289],"domain_scores_gemma":[0.9999266,0.00001447827,0.00001805452,0.000003634771,0.00001994485,0.00001741967],"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":[0.000120051,0.0001316714,0.00009584253,0.001433864,0.00001871915,0.0001661642,0.00001910365,0.0001350246,0.003492663,0.004523524,0.3191633,0.6707001],"study_design_scores_gemma":[0.00007023874,0.00008125712,0.000528598,0.0004361749,0.00001867533,0.0004063915,0.00001051603,0.00004505588,0.0006267727,0.001200241,0.9965694,0.000006711344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00207731,0.7046598,0.002668478,0.00658651,0.007782807,0.0001724015,0.002176618,0.0005837014,0.2732925],"genre_scores_gemma":[0.006724319,0.6709955,0.005069295,0.005223002,0.003700877,0.000135806,0.002132593,0.00008640032,0.3059322],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06312693,"threshold_uncertainty_score":0.2111806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131570883646324,"score_gpt":0.2543134153170428,"score_spread":0.2329977064805795,"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."}}