{"id":"W2135449636","doi":"10.1016/j.tem.2009.02.005","title":"Mining incretin hormone pathways for novel therapies","year":2009,"lang":"en","type":"review","venue":"Trends in Endocrinology and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Incretin; Glucagon-like peptide-1; Hormone; Diabetes mellitus; Enteroendocrine cell; Internal medicine; Endocrinology; Medicine; Gastric inhibitory polypeptide; Endocrine system; Type 2 diabetes; Bioinformatics; Glucagon; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001547102,0.0005043315,0.002340278,0.000951941,0.00006210957,0.0000160828,0.0001323289,0.0002591743,0.00003325801],"category_scores_gemma":[0.00003506463,0.0003736436,0.0003611628,0.0002847227,0.000112602,0.00004964231,0.00008328044,0.0002748311,0.000006419074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000036043,"about_ca_system_score_gemma":0.00004156727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007297491,"about_ca_topic_score_gemma":0.000006912644,"domain_scores_codex":[0.9981561,0.00005836813,0.0005193541,0.0005415234,0.00009982752,0.000624809],"domain_scores_gemma":[0.9992009,0.0001585673,0.0001933273,0.0003371671,0.00002259919,0.00008747541],"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":[0.00003862504,0.0001983411,0.00000794366,0.0008509194,0.0005007866,0.00003253852,0.0001425682,2.759264e-8,0.000004743445,0.01421562,0.0009909872,0.9830169],"study_design_scores_gemma":[0.003342442,0.0002473645,0.000976993,0.0008537337,0.003117759,0.00006927006,0.00004585059,0.000001433898,0.000002808779,0.0001968357,0.9908597,0.0002858378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003087531,0.992259,0.00001626039,0.0002037526,0.0003055818,0.0006668358,0.00004761603,0.0000812587,0.006110963],"genre_scores_gemma":[0.000134739,0.9907869,0.003864812,0.0002098072,0.0003434968,0.0005111326,0.0004177598,0.00004672119,0.003684597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9898687,"threshold_uncertainty_score":0.9998716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07297417502411421,"score_gpt":0.3397906251032665,"score_spread":0.2668164500791523,"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."}}