{"id":"W2112228502","doi":"10.1517/13543784.12.1.87","title":"Therapeutic potential of dipeptidyl peptidase IV inhibitors for the treatment of type 2 diabetes","year":2003,"lang":"en","type":"article","venue":"Expert Opinion on Investigational Drugs","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Incretin; Dipeptidyl peptidase; Aminopeptidase; Peptide; Glucagon-like peptide-1; Dipeptidyl peptidase-4; Type 2 diabetes; Sitagliptin; Chemistry; Pharmacology; Biochemistry; Endocrinology; Internal medicine; Biology; Diabetes mellitus; Medicine; Enzyme; Amino acid","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":[0.0001130542,0.0001637222,0.0002382696,0.00009350189,0.00007788175,0.000008051818,0.00005887868,0.00004773603,0.00009327319],"category_scores_gemma":[0.00005302752,0.000102078,0.000172411,0.0001498196,0.0001885989,0.00004440566,0.000007255219,0.00003012075,0.00001005461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007191397,"about_ca_system_score_gemma":0.00009293218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008814109,"about_ca_topic_score_gemma":2.324578e-7,"domain_scores_codex":[0.9990109,0.00004346208,0.0002840838,0.00018945,0.0003070289,0.0001650613],"domain_scores_gemma":[0.9991738,0.0002492202,0.0001301058,0.0002395091,0.0001293581,0.00007799614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001957906,0.01478818,0.03877084,0.0007143906,0.007178521,0.000003994989,0.0154251,0.002325482,0.12606,0.5154888,0.08388976,0.193397],"study_design_scores_gemma":[0.009369196,0.00884313,0.01622108,0.0004487315,0.0002186479,0.000001192477,0.001339104,0.002528124,0.3341505,0.006678834,0.6198019,0.0003995658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728742,0.01239639,0.0001539565,0.006621084,0.002009132,0.002811562,0.00005311198,0.00006273548,0.003017802],"genre_scores_gemma":[0.9956123,0.001139748,0.001114712,0.0007221462,0.0002301037,0.0002455945,0.0001746717,0.00002327479,0.0007374305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5359122,"threshold_uncertainty_score":0.4162621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959327137273806,"score_gpt":0.2913622153120864,"score_spread":0.2617689439393484,"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."}}