{"id":"W2793949469","doi":"10.1016/j.trim.2018.03.003","title":"Gene expression profiling scores in dual organ transplant patients are similar to those in heart-only recipients","year":2018,"lang":"en","type":"article","venue":"Transplant Immunology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Care Foundation","funders":"CareDx; Baylor Health Care System Foundation","keywords":"Medicine; Cohort; Heart transplantation; Cytomegalovirus; Internal medicine; Organ transplantation; Kidney transplantation; Human cytomegalovirus; Transplantation; Cardiology; Gastroenterology; Immunology; Human immunodeficiency virus (HIV); Virus; Viral disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003942081,0.0003457273,0.0007169711,0.0005732901,0.00009679288,0.00001299714,0.0001549584,0.0003036726,0.0001115187],"category_scores_gemma":[0.00004279719,0.0002936267,0.00009712417,0.000473152,0.0001284816,0.0001278986,0.00001744066,0.0004533299,0.00008080011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009180091,"about_ca_system_score_gemma":0.0001162514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001717978,"about_ca_topic_score_gemma":0.0007162273,"domain_scores_codex":[0.9973688,0.0003053936,0.0007308944,0.000606606,0.0002985134,0.0006898348],"domain_scores_gemma":[0.9991142,0.0001768804,0.00009174895,0.0003722339,0.0000965599,0.0001483961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00376766,0.00037975,0.7692161,0.0001246024,0.00003372142,0.0003423792,0.004538395,0.000007844281,0.2205424,0.00002404496,0.00001331799,0.001009785],"study_design_scores_gemma":[0.004868635,0.0006987154,0.73536,0.001523978,0.00005201125,0.0001885406,0.00009868231,0.00001060602,0.2568061,0.00003285489,0.0001145923,0.0002453073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995999,0.000351835,0.0009748753,0.0006907685,0.0006604236,0.0009593638,0.0002046558,0.00008470967,0.00007434511],"genre_scores_gemma":[0.9825395,0.0004090014,0.0158016,0.0006964267,0.0001024932,0.0000555851,0.0002869335,0.00004862649,0.00005988254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03626372,"threshold_uncertainty_score":0.9999516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081428461850771,"score_gpt":0.3155227511862526,"score_spread":0.2847084665677449,"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."}}