{"id":"W4283712187","doi":"10.34067/kid.0003742022","title":"The Association of Pre-Transplant C-Peptide Level with the Development of Post-Transplant Diabetes: A Cohort Study","year":2022,"lang":"en","type":"article","venue":"Kidney360","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; Dalhousie University","funders":"","keywords":"Medicine; Cohort; Internal medicine; Diabetes mellitus; C-peptide; Transplantation; Cohort study; Logistic regression; Kidney transplantation; Gastroenterology; Surgery; Insulin; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009521248,0.000124949,0.0001652997,0.00001963552,0.0003323885,0.00001271347,0.0003193568,0.00004174412,0.00001261964],"category_scores_gemma":[0.00004291666,0.00007488125,0.00007078841,0.0001224268,0.00004310177,0.000002617095,0.00006817226,0.0001162488,6.882662e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003821202,"about_ca_system_score_gemma":0.0002475143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004083085,"about_ca_topic_score_gemma":0.0005450961,"domain_scores_codex":[0.9986814,0.0001579741,0.0002798286,0.0001966829,0.0004329318,0.0002512332],"domain_scores_gemma":[0.9992794,0.00006368438,0.0002616746,0.0002409704,0.0001146521,0.00003958061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001410383,0.0003837426,0.936326,0.00001904623,0.0009419183,4.832602e-7,0.002569885,0.0001265047,0.057435,0.00001183846,0.001571868,0.0004726347],"study_design_scores_gemma":[0.001276748,0.0009073032,0.9312415,0.0000225296,0.0002161568,5.390032e-7,0.003662334,0.00001849423,0.04069129,0.00000744918,0.02172991,0.0002257201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980207,0.0001451157,0.00003882749,0.000407753,0.00006376182,0.0005468143,0.0003156331,0.000006081523,0.0004553331],"genre_scores_gemma":[0.9984207,0.00002416742,0.0000479216,0.0001736806,0.00001401974,0.0001807975,0.0002272775,0.00001564979,0.000895838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02015804,"threshold_uncertainty_score":0.3053569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004941143981684363,"score_gpt":0.204716255659298,"score_spread":0.1997751116776136,"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."}}