{"id":"W2518658791","doi":"10.1007/s00125-016-4072-7","title":"IRS proteins and diabetic complications","year":2016,"lang":"en","type":"review","venue":"Diabetologia","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University Belfast; Queen's University; Wellcome Trust","keywords":"Insulin receptor; Medicine; Diabetes mellitus; Insulin; IRS2; IRS1; Type 2 diabetes; Diabetic nephropathy; Endocrinology; Internal medicine; Biology; Bioinformatics; Insulin resistance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001731546,0.0004207131,0.001026301,0.00008145864,0.0001022754,0.00003822878,0.0003879883,0.0005219234,0.00006650426],"category_scores_gemma":[0.0001458176,0.0002961899,0.000261441,0.0001118146,0.0002545703,0.0000032041,0.0002155639,0.0001718075,0.0001368336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002440305,"about_ca_system_score_gemma":0.0001906003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000199725,"about_ca_topic_score_gemma":0.000002969728,"domain_scores_codex":[0.998179,0.0001678556,0.0004015421,0.0006995773,0.0001083052,0.0004436892],"domain_scores_gemma":[0.998718,0.0000517696,0.0002537937,0.0007602714,0.00006756106,0.0001486124],"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":[9.685997e-7,0.00002501157,0.00003735987,0.001527536,0.0001234545,6.337096e-7,0.000003101513,1.651875e-8,0.00005422855,0.000286311,0.002610697,0.9953307],"study_design_scores_gemma":[0.0001598548,0.00005925182,0.00005820893,0.001195675,0.0002021629,0.000005194405,0.000001994196,1.943569e-7,0.0001662798,0.0001427867,0.9976035,0.0004048379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002414909,0.9970895,0.00008646217,0.00001540728,0.0002369795,0.0008214967,0.0002675631,0.00003165287,0.001209458],"genre_scores_gemma":[0.00008421606,0.9974998,0.0001987768,0.000173309,0.0003439083,0.0009030108,0.0003706458,0.0000620675,0.0003642616],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9949929,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283048669479361,"score_gpt":0.3116080052641652,"score_spread":0.2833031383162291,"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."}}