{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002171708,0.0001317008,0.0003794623,0.0004875903,0.0001556095,0.0004932257,0.0000900437,0.000218871,0.001074978],"category_scores_gemma":[0.0003837181,0.0000719923,0.0002260829,0.0004261112,0.000167476,0.0002336541,0.0002583018,0.0002763502,0.0001986083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457775,"about_ca_system_score_gemma":0.0001564878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002903706,"about_ca_topic_score_gemma":0.0003612174,"domain_scores_codex":[0.9998695,0.00001901883,0.00001042301,0.00003635619,0.00002782888,0.00003695289],"domain_scores_gemma":[0.999751,0.00005895549,0.00008459607,0.00002495611,0.0000346093,0.00004582762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001406986,0.000103525,0.6507311,0.0001184029,0.0001130635,0.0002719139,0.0003036334,0.0003038921,0.3282385,0.0001053187,0.0001587586,0.0181448],"study_design_scores_gemma":[0.000004381413,0.0001772386,0.9909746,0.00000690628,0.00003998861,0.0003610426,0.0002164202,0.0004424939,0.007241038,0.0001140793,0.0004159276,0.000005873987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986151,0.0003493494,0.0005424622,0.0000187346,0.000002912904,0.000004539713,0.0002823302,0.000009270866,0.0001753814],"genre_scores_gemma":[0.9981524,0.0002260023,0.0005905831,0.00003419493,0.000005971536,0.00001395624,0.0006528748,0.000005417838,0.0003185004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001074978,"threshold_uncertainty_score":0.003596127,"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."}}