{"id":"W135234768","doi":"10.2119/molmed.2011.00159","title":"Pretransplant Transcriptome Profiles Identify among Kidneys with Delayed Graft Function Those with Poorer Quality and Outcome","year":2011,"lang":"en","type":"article","venue":"Molecular Medicine","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Transcriptome; Medicine; Renal function; Dialysis; Kidney; Urology; Internal medicine; Kidney transplantation; Andrology; Gene expression; Gene; Biology; Oncology; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002438648,0.0003370429,0.0005665876,0.0001692108,0.00007817178,0.00001120034,0.00006736082,0.00010717,0.0001979056],"category_scores_gemma":[0.00001345733,0.0001870645,0.00007266309,0.0002421773,0.0003147966,0.0001284391,0.000005078131,0.0002287122,0.000007483816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002665462,"about_ca_system_score_gemma":0.00004088337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032944,"about_ca_topic_score_gemma":0.00006944605,"domain_scores_codex":[0.9980919,0.00008990568,0.0004615753,0.0004482422,0.0006046567,0.0003037631],"domain_scores_gemma":[0.9990295,0.0000238178,0.000131791,0.000324563,0.000121785,0.0003685474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004782952,0.0002614097,0.9424089,0.0009181023,0.001187439,0.001841238,0.002245214,0.000001314782,0.04508333,0.0006712375,0.000007907093,0.0005909333],"study_design_scores_gemma":[0.009175955,0.002799286,0.9780715,0.001027261,0.002008738,0.0003359472,0.0002638823,0.00001523556,0.005953803,0.00007355287,0.00004114475,0.0002336561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96607,0.0004922976,0.02957867,0.0006642487,0.00009026871,0.0008964362,0.00003077751,0.0001042829,0.002073033],"genre_scores_gemma":[0.9966684,0.0001055565,0.00136949,0.001189447,0.00003045495,0.0000716836,0.0002252258,0.00004872984,0.0002909965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03912953,"threshold_uncertainty_score":0.762827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05039961642500816,"score_gpt":0.3206916966615175,"score_spread":0.2702920802365094,"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."}}