{"id":"W2016812705","doi":"10.1097/01.tp.0000261105.34233.4f","title":"A Prospective Assessment of Cytomegalovirus Immune Evasion Gene Transcription Profiles in Transplant Patients With Cytomegalovirus Infection","year":2007,"lang":"en","type":"article","venue":"Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada; University of Toronto","funders":"","keywords":"Immune system; Immunology; Biology; Human cytomegalovirus; Viral load; Real-time polymerase chain reaction; Peripheral blood mononuclear cell; Virology; Gene; Virus; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008933184,0.000325435,0.0005798429,0.0009621552,0.0001075042,0.00002523239,0.00008289036,0.0002214465,0.00009838694],"category_scores_gemma":[0.000009566257,0.0002719794,0.000150662,0.0009867704,0.000130924,0.0004370422,0.000005517095,0.0004990291,0.00001318971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004469477,"about_ca_system_score_gemma":0.0002365344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001934191,"about_ca_topic_score_gemma":0.002076436,"domain_scores_codex":[0.9970372,0.00009344183,0.000865822,0.0005008949,0.0009738882,0.0005288039],"domain_scores_gemma":[0.9989424,0.00009214922,0.0002000469,0.0002664487,0.0003345592,0.0001644417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009866263,0.001186839,0.7600485,0.0006732285,0.0001019387,0.00009482733,0.001590942,0.00009230089,0.2208557,0.0001828492,0.000001510062,0.005305059],"study_design_scores_gemma":[0.01093722,0.001370314,0.8336129,0.0004202726,0.0001781706,0.0000448658,0.00004009377,0.0001936579,0.1528942,0.00002931958,0.00003945975,0.0002395565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862846,0.00008845062,0.009217621,0.00004125332,0.00009177475,0.002332391,0.0001626717,0.00008304789,0.001698227],"genre_scores_gemma":[0.9968851,0.0005870988,0.001556597,0.00002880909,0.00005654805,0.0001053714,0.0006806653,0.00005413286,0.0000456762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0735644,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599727588879434,"score_gpt":0.3037182786789131,"score_spread":0.2877210027901188,"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."}}