{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009603295,0.0003648413,0.0009712179,0.0008304616,0.0001214619,0.0008640666,0.0004250298,0.0005433438,0.002623193],"category_scores_gemma":[0.001640441,0.0001096463,0.00100628,0.0008537369,0.0002350887,0.0005414633,0.0003985116,0.0008594802,0.0003936713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482019,"about_ca_system_score_gemma":0.0004596182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005625543,"about_ca_topic_score_gemma":0.001010075,"domain_scores_codex":[0.9996403,0.0001154443,0.00008070896,0.00003845094,0.0001006904,0.00002440573],"domain_scores_gemma":[0.9991781,0.0005742375,0.0001107704,0.00001226158,0.000097687,0.00002689764],"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":[0.0005646045,0.0000708554,0.0007406805,0.07416857,0.0007385457,0.0003461095,0.0001124844,0.0002956383,0.001317013,0.001297137,0.009656142,0.9106922],"study_design_scores_gemma":[0.0002952492,0.001669191,0.01798177,0.09128925,0.005904716,0.004718575,0.0003176281,0.000272908,0.002573844,0.004199786,0.8707008,0.00007626189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003924838,0.998885,0.00003782559,0.0001276271,0.0001069015,0.000002880251,0.00001777797,0.000002284781,0.0004272218],"genre_scores_gemma":[0.002986601,0.9964613,0.00008410624,0.0001797695,0.0001220545,0.000005275428,0.00002656134,0.000001084692,0.0001332118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002623193,"threshold_uncertainty_score":0.008775473,"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."}}