{"id":"W2067753785","doi":"10.1172/jci44339","title":"Noninvasive imaging of pancreatic islet inflammation in type 1A diabetes patients","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Investigation","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Center for Research Resources; Pfizer; National Heart, Lung, and Blood Institute; U.S. Public Health Service; National Cancer Institute; National Institutes of Health; RSNA Research and Education Foundation; Covis Pharma; Radiological Society of North America; Harvard University; Harvard Catalyst; Cancer Research Institute","keywords":"Insulitis; Pancreas; Islet; Medicine; Type 1 diabetes; Inflammation; Magnetic resonance imaging; Diabetes mellitus; Pancreatic islets; Pathology; Type 2 diabetes; Immunology; Internal medicine; Endocrinology; Radiology","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":[0.0008063217,0.00006651938,0.0002076112,0.000056836,0.00001396885,0.00001132116,0.00009798827,0.0001159594,0.000007488162],"category_scores_gemma":[0.003355285,0.0000584058,0.00009336101,0.0001026723,0.00009607584,0.00001798272,0.00002227411,0.0001857641,0.000001572715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004770056,"about_ca_system_score_gemma":0.000116213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004090359,"about_ca_topic_score_gemma":0.00001729911,"domain_scores_codex":[0.9987623,0.00009906675,0.0008131845,0.00008736596,0.0001388935,0.00009920289],"domain_scores_gemma":[0.9985089,0.00009668447,0.0008482502,0.00009096212,0.0003895856,0.00006566619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002324,0.00005486249,0.8432054,0.00001117669,0.00002606264,4.004567e-7,0.00002828609,0.00003879189,0.1518747,0.00002281168,0.0003875495,0.004326685],"study_design_scores_gemma":[0.002008853,0.0006648182,0.7850714,0.0001272934,0.00005859928,6.756994e-7,0.00006040502,0.0004550408,0.20771,0.002591682,0.001111621,0.0001395775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990188,0.00006684787,0.000008974225,0.0002732348,0.0004060739,0.00006221049,0.000002348628,0.000001299351,0.000160141],"genre_scores_gemma":[0.998834,0.00007280243,0.00061604,0.0001876807,0.0002312611,8.639058e-7,0.00003734779,0.000007461435,0.00001260292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05813401,"threshold_uncertainty_score":0.4016832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0133045764671842,"score_gpt":0.2932489387875485,"score_spread":0.2799443623203643,"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."}}