{"id":"W2790970165","doi":"10.1530/jme-17-0138","title":"IAPP and type 1 diabetes: implications for immunity, metabolism and islet transplants","year":2018,"lang":"en","type":"review","venue":"Journal of Molecular Endocrinology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Breakthrough T1D Canada; Canadian Institutes of Health Research","keywords":"Islet; Type 2 diabetes; Type 1 diabetes; Diabetes mellitus; Medicine; Autoimmunity; Immunology; Endocrinology; Amyloid (mycology); Amylin; Internal medicine; Context (archaeology); Disease; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001623803,0.0002328461,0.001550235,0.0003264459,0.00005763368,0.00001528663,0.0001095806,0.000180235,0.0000223178],"category_scores_gemma":[0.0003885132,0.0001708173,0.0002783732,0.0001211696,0.0001578798,0.00003382779,0.00003721127,0.0003263728,0.00000440439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002076084,"about_ca_system_score_gemma":0.0001869018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000119016,"about_ca_topic_score_gemma":1.671494e-7,"domain_scores_codex":[0.9987833,0.0001227202,0.0005641454,0.0001754121,0.00008051161,0.0002739143],"domain_scores_gemma":[0.9986228,0.0003439673,0.0003952394,0.0002334849,0.0002499001,0.0001546529],"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":[0.0001726487,0.0002557397,0.0003741966,0.01707833,0.004964306,0.0001127702,0.00009551515,1.138827e-7,0.003740512,0.003073772,0.005062154,0.9650699],"study_design_scores_gemma":[0.001224526,0.0006258428,0.0003263729,0.001837051,0.005226129,0.002503787,0.000008880646,8.909715e-7,0.0002484652,0.0004951683,0.987358,0.0001448743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007830651,0.9905799,0.0001913483,0.0003910399,0.0002971312,0.0003949025,0.00004483715,0.000009893241,0.0002603043],"genre_scores_gemma":[0.0006625486,0.9972854,0.001307258,0.0003522451,0.0002206613,0.00002420626,0.00003886011,0.00003342497,0.00007544929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9822959,"threshold_uncertainty_score":0.6965729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0495757963564934,"score_gpt":0.3468313690171043,"score_spread":0.2972555726606109,"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."}}