{"id":"W3140907523","doi":"10.1111/dme.14570","title":"Effects of islet transplantation on microvascular and macrovascular complications in type 1 diabetes","year":2021,"lang":"en","type":"review","venue":"Diabetic Medicine","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Medical Research Council; British Heart Foundation; Leona M. and Harry B. Helmsley Charitable Trust","keywords":"Medicine; Transplantation; Immunosuppression; Macrovascular disease; Diabetes mellitus; Type 2 diabetes; Type 1 diabetes; Intensive care medicine; Nephropathy; Kidney transplantation; Kidney disease; Internal medicine; Endocrinology","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":[0.0003834457,0.0003869789,0.002793537,0.0005018942,0.00003034952,0.000005787688,0.00008897169,0.0002547206,0.0001158067],"category_scores_gemma":[0.0007366817,0.0002863477,0.0002639171,0.0007431785,0.0002176544,0.00002029433,0.00001916425,0.0003419503,0.00002411587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005978948,"about_ca_system_score_gemma":0.0001416315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001910888,"about_ca_topic_score_gemma":6.492579e-7,"domain_scores_codex":[0.9978902,0.0002593328,0.0007400998,0.0004830895,0.0003476224,0.0002795954],"domain_scores_gemma":[0.9977344,0.001274918,0.0002085498,0.0004933121,0.0001219333,0.000166881],"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":[0.00002203224,0.0005473893,0.0007216118,0.2090605,0.001410871,0.0001258513,0.0003327094,8.471989e-7,0.001620357,0.0004723203,0.001574557,0.784111],"study_design_scores_gemma":[0.006095733,0.001208111,0.004076043,0.2346487,0.01299988,0.00006607844,0.00005135334,0.00003475376,0.002797173,0.00006965139,0.737366,0.0005865343],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01298516,0.9846748,0.00001939898,0.0001762114,0.0002398469,0.001187386,0.00001002947,0.00002715812,0.0006799874],"genre_scores_gemma":[0.0008593914,0.9972804,0.0001654688,0.0004589495,0.000118042,0.0001417009,0.0008238439,0.00004858282,0.0001036198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7835245,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225186250470771,"score_gpt":0.2974321771992472,"score_spread":0.2751803146945395,"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."}}