{"id":"W4283375781","doi":"10.3138/canlivj-2022-0010","title":"Post-transplant diabetes mellitus in Canadian liver and renal transplant recipients","year":2022,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Saint-Laurent; University of Alberta; University of Saskatchewan; Paladin Labs (Canada); University of Manitoba","funders":"","keywords":"Medicine; Internal medicine; Diabetes mellitus; Transplantation; Liver transplantation; Body mass index; Tacrolimus; Gastroenterology; Renal transplant; Liver disease; Incidence (geometry); Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0002993585,0.0001617443,0.0001919559,0.0008740912,0.001378499,0.0004570148,0.0003595359,0.0002076911,0.001687796],"category_scores_gemma":[0.0008502303,0.00009874813,0.0002386015,0.002177126,0.000279913,0.0001424259,0.0003195059,0.0003364176,0.0001016895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004279216,"about_ca_system_score_gemma":0.007247488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8732805,"about_ca_topic_score_gemma":0.8865505,"domain_scores_codex":[0.9996002,0.00001730327,0.00002524008,0.00003906643,0.0001802743,0.0001378349],"domain_scores_gemma":[0.9992188,0.00004600718,0.0003079278,0.0000144928,0.0002066744,0.0002061181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004848754,0.00001579664,0.9952701,0.00003959536,0.00001320947,0.0002691871,0.0002211567,0.0000230895,0.0001727195,0.00002832451,0.0004031672,0.003495229],"study_design_scores_gemma":[0.000002406366,0.00002168733,0.9987054,0.00001836999,0.00001104002,0.0004031799,0.0003529349,0.00004342816,0.00003168372,0.000007286639,0.0003994945,0.000003133696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995889,0.0009903044,0.00003992061,0.0001710274,0.00000931386,0.00002208895,0.0009480434,0.000004965023,0.001925342],"genre_scores_gemma":[0.9986514,0.0006361522,0.00006575801,0.00005090688,0.00000548833,0.000004904805,0.0004485656,9.363002e-7,0.000136007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267195,"threshold_uncertainty_score":0.2549316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226885834514446,"score_gpt":0.2233878094613967,"score_spread":0.2111189511162523,"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."}}