{"id":"W1522238190","doi":"10.1111/j.1464-5491.2012.03617.x","title":"Cellular and physiological mechanisms of new‐onset diabetes mellitus after solid organ transplantation","year":2012,"lang":"en","type":"review","venue":"Diabetic Medicine","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Medicine; Diabetes mellitus; Transplantation; Organ transplantation; Solid organ; Intensive care medicine; 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":[0.0003774837,0.0006532846,0.00139378,0.001857072,0.0002550412,0.0009058487,0.0006314149,0.0007016393,0.001923458],"category_scores_gemma":[0.0004883033,0.0001687901,0.0004458021,0.001796242,0.0003766106,0.000813148,0.0005154739,0.001097334,0.0008197443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000505215,"about_ca_system_score_gemma":0.0009128276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009087762,"about_ca_topic_score_gemma":0.001386784,"domain_scores_codex":[0.9998457,0.0000237725,0.00003229316,0.00002090486,0.00006207105,0.000015164],"domain_scores_gemma":[0.9998079,0.00007706267,0.00004864539,0.00000488658,0.00004460437,0.00001693359],"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":[0.00008907652,0.00009990264,0.0005087992,0.02774747,0.0001356202,0.0004499329,0.00009034933,0.0002741676,0.001629827,0.002463035,0.01616498,0.9503468],"study_design_scores_gemma":[0.0000282233,0.0001705121,0.004577705,0.01365052,0.0003323008,0.005713657,0.0002182008,0.0001136874,0.001143155,0.00354323,0.9704737,0.00003505101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001332419,0.9991961,0.00004545949,0.0001135769,0.00007427915,0.00000240891,0.00000810503,0.000002848831,0.0004240375],"genre_scores_gemma":[0.0004478086,0.9992834,0.00004661462,0.00004318373,0.00005363044,0.000002026879,0.000009751555,2.848489e-7,0.0001133859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001923458,"threshold_uncertainty_score":0.006434679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527784146373006,"score_gpt":0.320664052864506,"score_spread":0.2678856382272054,"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."}}