{"id":"W2029842340","doi":"10.1159/000148207","title":"Predictors of New Onset of Diabetes after Transplantation in Stable Renal Recipients","year":2008,"lang":"en","type":"article","venue":"Nephron Clinical Practice","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Internal medicine; Insulin resistance; Transplantation; Diabetes mellitus; Insulin; Endocrinology; Renal function; Type 2 diabetes; Glucose homeostasis; Gastroenterology","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":[0.0005845663,0.0002868524,0.0002977117,0.0005848968,0.000321999,0.0004808985,0.0002025104,0.0004602627,0.001413323],"category_scores_gemma":[0.001700132,0.000156616,0.0003342101,0.0004600091,0.0002642562,0.0003548218,0.0003263645,0.0006415411,0.0001703813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668994,"about_ca_system_score_gemma":0.000217962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006706652,"about_ca_topic_score_gemma":0.0007561924,"domain_scores_codex":[0.9997848,0.00004889645,0.00002594007,0.00003313918,0.00005289766,0.00005432179],"domain_scores_gemma":[0.9978672,0.0004218605,0.0008361949,0.00005291799,0.0001434357,0.0006782487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001521265,0.00002420874,0.9990134,0.000002628851,0.000009330428,0.00005500768,0.00001065927,0.00001773621,0.0001564111,0.000002737459,0.00001507919,0.0005405213],"study_design_scores_gemma":[0.000006793834,0.0002219376,0.9991346,0.000002585334,0.00001493883,0.0003493093,0.00003963774,0.0001266295,0.00006286467,0.000008908781,0.0000300964,0.00000164782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995967,0.0002017999,0.00004630388,0.00001728937,0.000003904169,0.000003080633,0.00002240487,0.00000163831,0.0001068677],"genre_scores_gemma":[0.9997882,0.00005350184,0.00003439673,0.000009257764,0.000009329608,0.000002382709,0.00006301622,6.759557e-7,0.00003932005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001413323,"threshold_uncertainty_score":0.004728019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05957286417740863,"score_gpt":0.3809780268571182,"score_spread":0.3214051626797096,"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."}}