{"id":"W6967898545","doi":"10.5281/zenodo.12758546","title":"Transcriptomic examination in diabetic kidney donors and pancreatic grafts","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetic nephropathy; Diabetes mellitus; Kidney transplantation; Kidney; Transplantation; Microarray; Transcriptome; Gene expression profiling","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003225567,0.0001524354,0.0003176432,0.0006401264,0.0002567336,0.0005685428,0.0001195068,0.0002095454,0.001331289],"category_scores_gemma":[0.0004062113,0.0001132522,0.000264528,0.0007264149,0.0002002831,0.0001525141,0.0002992506,0.0003298004,0.0002734666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398645,"about_ca_system_score_gemma":0.0001438677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000387166,"about_ca_topic_score_gemma":0.0003476831,"domain_scores_codex":[0.9997714,0.00003001462,0.00001771731,0.0000737157,0.0000579357,0.00004916625],"domain_scores_gemma":[0.9998156,0.0000418307,0.00004712463,0.0000182475,0.00003852592,0.00003871055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00403514,0.0001618887,0.2313476,0.0002559181,0.0001184663,0.0009989655,0.0007633425,0.0001482161,0.7444394,0.0002156219,0.0003067556,0.01720861],"study_design_scores_gemma":[0.00002771042,0.000725802,0.9297748,0.00002860658,0.0001433109,0.001800676,0.00139568,0.000909178,0.06187464,0.0002998605,0.002995042,0.00002460039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970255,0.0007022473,0.0007034116,0.00002905923,0.00002025097,0.00001629512,0.0009512798,0.00001321428,0.0005388021],"genre_scores_gemma":[0.9933722,0.0008791619,0.001452788,0.0001037093,0.00002041756,0.00006940484,0.002701736,0.00001141523,0.001389236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001331289,"threshold_uncertainty_score":0.004453659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504131617656705,"score_gpt":0.259612381610596,"score_spread":0.2345710654340289,"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."}}