{"id":"W2011947272","doi":"10.1111/j.1399-0012.2006.00529.x","title":"New onset diabetes mellitus post‐kidney transplantation","year":2006,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Diabetes mellitus; Kidney transplantation; Internal medicine; Population; Transplantation; Surgery; 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":[0.0002848345,0.0002994965,0.0005098811,0.0001558806,0.0001241628,0.00004542033,0.00009738198,0.0002490933,0.0004211079],"category_scores_gemma":[0.0000324486,0.0002529535,0.0004110332,0.0002488018,0.00008129341,0.0002371365,0.000002327778,0.0002688158,0.0003195438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003784354,"about_ca_system_score_gemma":0.0002287242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002139377,"about_ca_topic_score_gemma":0.00006654036,"domain_scores_codex":[0.9975373,0.0001328196,0.001023709,0.0005034244,0.0004245935,0.0003781293],"domain_scores_gemma":[0.9985548,0.0004525056,0.0001630976,0.0002523207,0.0001200698,0.0004571987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003466836,0.001007989,0.9660636,0.001917278,0.0004682175,0.0006799903,0.0003811203,0.00007503687,0.00428512,0.00189085,0.001214431,0.01854948],"study_design_scores_gemma":[0.01053551,0.0007201748,0.9718213,0.0007063079,0.001532458,0.0002351678,0.00001873002,0.00009868146,0.01194685,0.001044998,0.001009789,0.0003299959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635351,0.0003350131,0.02524139,0.002152461,0.0007899581,0.0008965292,0.0006211166,0.0003153895,0.00611301],"genre_scores_gemma":[0.9726523,0.002966389,0.01307891,0.00197384,0.0004094529,0.0000249025,0.007136967,0.00004925827,0.001707986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01821949,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02952840985973105,"score_gpt":0.3412969295383259,"score_spread":0.3117685196785949,"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."}}