{"id":"W1966812431","doi":"10.1016/j.healun.2009.04.025","title":"Whole Blood Genomic Biomarkers of Acute Cardiac Allograft Rejection","year":2009,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Transplantation; Biomarker; Heart transplantation; Biopsy; Internal medicine; Pathology; Cardiology","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":[0.001043432,0.0004324808,0.0004310588,0.001179603,0.0002067169,0.001092165,0.0003041046,0.0007956671,0.001633269],"category_scores_gemma":[0.003378211,0.0002002203,0.0002516801,0.000932373,0.0003011691,0.0005389366,0.0003946321,0.0006400247,0.0004153235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910662,"about_ca_system_score_gemma":0.0002459916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002541566,"about_ca_topic_score_gemma":0.0002823701,"domain_scores_codex":[0.9990408,0.0003870503,0.00008449551,0.000152889,0.0002012423,0.0001335755],"domain_scores_gemma":[0.9983967,0.0006080798,0.0004620317,0.000152856,0.000161943,0.0002183166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001873595,0.0003543036,0.9578903,0.00006386756,0.0003363814,0.0002083239,0.000116212,0.0003142538,0.01378166,0.0002581801,0.0008008209,0.02400214],"study_design_scores_gemma":[0.00009782628,0.0009409087,0.9881968,0.00002709185,0.0002360103,0.001281356,0.000167816,0.0008325173,0.005880433,0.0007634484,0.0015554,0.00002035742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940556,0.001853295,0.001192354,0.0003384009,0.00007882185,0.00002133719,0.0008143802,0.00002956152,0.00161623],"genre_scores_gemma":[0.9972569,0.0003440288,0.0007092966,0.0002054764,0.0001257711,0.00003154943,0.0006985841,0.00000682156,0.0006215101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001633269,"threshold_uncertainty_score":0.005518317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009785712447329092,"score_gpt":0.2906925284089011,"score_spread":0.2809068159615721,"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."}}