{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003333105,0.0002646014,0.0004996936,0.0007971047,0.0003159742,0.0009563199,0.0001679692,0.0003573796,0.002402541],"category_scores_gemma":[0.001217108,0.00006876366,0.000477991,0.0005819125,0.0002793888,0.000316274,0.0004848174,0.0005490135,0.0005256843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322832,"about_ca_system_score_gemma":0.0002524733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004303232,"about_ca_topic_score_gemma":0.0006345989,"domain_scores_codex":[0.9996226,0.00006326294,0.0000335986,0.0000802126,0.0000776712,0.00012264],"domain_scores_gemma":[0.9992865,0.0001184098,0.000261612,0.00004796585,0.00008570081,0.0001999256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001275179,0.0001593424,0.9621804,0.00004323741,0.000148115,0.0002157829,0.0001373137,0.00009088409,0.01879512,0.0001065256,0.0004896292,0.0163584],"study_design_scores_gemma":[0.00001083437,0.0002165052,0.9970422,0.000006124724,0.0000475339,0.0003387283,0.0002106105,0.0001816704,0.001217393,0.0001098572,0.0006116434,0.000006861741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963005,0.0003703487,0.0005427169,0.0001286305,0.00003407723,0.00001387523,0.0005296291,0.00002153613,0.002058731],"genre_scores_gemma":[0.9979469,0.0001648493,0.0002919287,0.0001020809,0.00004132342,0.00001906748,0.0007158422,0.000008750801,0.0007092363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002402541,"threshold_uncertainty_score":0.008037329,"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."}}