{"id":"W2324004019","doi":"10.1097/tp.0b013e3181b7ccc6","title":"Functional Genomic Analysis of Peripheral Blood During Early Acute Renal Allograft Rejection","year":2009,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Institute of Infection and Immunity; Prevention of Organ Failure; University of British Columbia","funders":"","keywords":"Medicine; Transplantation; Biopsy; Gene expression profiling; Cohort; Gene expression; Pathology; Immunology; Gene; Internal medicine; Biology","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":[0.0003676949,0.000180963,0.0002505955,0.0006906666,0.0001593664,0.0002875583,0.0001610056,0.0002849626,0.0006442856],"category_scores_gemma":[0.0007697535,0.00008329897,0.0001313105,0.0004859832,0.0002064305,0.0001081239,0.0001446949,0.0002469765,0.0001755992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001477664,"about_ca_system_score_gemma":0.0001059795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003328212,"about_ca_topic_score_gemma":0.0002713393,"domain_scores_codex":[0.9997594,0.00006033665,0.00001185627,0.00007181703,0.00005658717,0.00004007013],"domain_scores_gemma":[0.9997221,0.0001021345,0.00007457107,0.00001814934,0.00005069021,0.00003234448],"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":[0.003177458,0.0001736612,0.1895277,0.000203633,0.00007164952,0.0005876211,0.0003309027,0.0003937493,0.7743152,0.0001256054,0.0002202367,0.03087259],"study_design_scores_gemma":[0.00002805351,0.001190745,0.940888,0.00001341056,0.00007261589,0.00216087,0.0001664759,0.001834146,0.05269221,0.0001893823,0.0007523482,0.00001163166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975004,0.0003603387,0.001599044,0.00002205515,0.00000368515,0.00001384881,0.0002740904,0.00002010337,0.0002065294],"genre_scores_gemma":[0.9969075,0.0001508655,0.002037628,0.00004625433,0.00001004863,0.00003838936,0.0005913241,0.000005656818,0.0002122029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006906666,"threshold_uncertainty_score":0.002155364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244867003520762,"score_gpt":0.2591009369800853,"score_spread":0.2466522669448777,"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."}}