{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001188903,0.0004837317,0.0004402613,0.0008277794,0.001083967,0.0008258034,0.0006059186,0.000657138,0.001341619],"category_scores_gemma":[0.002003278,0.0005564698,0.0008483544,0.001285033,0.0006058975,0.0004805551,0.0007486984,0.0008903896,0.0002132049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009737251,"about_ca_system_score_gemma":0.001503562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06323027,"about_ca_topic_score_gemma":0.08381774,"domain_scores_codex":[0.9990728,0.0001682115,0.0000871981,0.0002805396,0.0001463672,0.0002448974],"domain_scores_gemma":[0.9974879,0.000324214,0.0006293,0.0005022386,0.0003529563,0.0007034059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002190404,0.00004112591,0.9989297,0.000005236393,0.00007902295,0.0001088246,0.00006777129,0.00001774346,0.0002218747,0.00000787026,0.0000522707,0.0002495758],"study_design_scores_gemma":[0.00001815872,0.0001786384,0.9991079,0.000004987365,0.00004910626,0.0002416636,0.0001216231,0.0001144868,0.00003381013,0.000009093869,0.0001143602,0.000006115311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993408,0.00009240839,0.00008987039,0.00001780798,0.000007156525,0.00002486654,0.0002953064,0.000001468846,0.0001303796],"genre_scores_gemma":[0.9993112,0.00007942652,0.0001161357,0.00003840468,0.000009685724,0.00002123476,0.0002690319,0.000002110972,0.0001528831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06323027,"threshold_uncertainty_score":0.1257245,"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."}}