{"id":"W2316028769","doi":"10.1097/tp.0b013e31822fa4b7","title":"Clinical Utility of Molecular Surveillance for Cytomegalovirus After Antiviral Prophylaxis in High-Risk Solid Organ Transplant Recipients","year":2011,"lang":"en","type":"article","venue":"Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cytomegalovirus; Medicine; Solid organ; Organ transplantation; Virology; Immunology; Intensive care medicine; Transplantation; Herpesviridae; Internal medicine; Viral disease; Virus","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":[0.0009947441,0.0001976848,0.0001772273,0.0005084503,0.0001294146,0.0004966488,0.0001954077,0.0002600957,0.0008630587],"category_scores_gemma":[0.003514418,0.00007382378,0.0001199016,0.000183339,0.0002009559,0.0002664807,0.0001239951,0.0002995509,0.0001438549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819489,"about_ca_system_score_gemma":0.0001944229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003774315,"about_ca_topic_score_gemma":0.0003590747,"domain_scores_codex":[0.9997259,0.0001071829,0.00003079773,0.00003754352,0.0000596225,0.00003908647],"domain_scores_gemma":[0.997897,0.001064632,0.0005183613,0.00004096001,0.0002517076,0.0002272991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009024238,0.00007359627,0.9553114,0.00006721017,0.00002407342,0.0003480804,0.00006000352,0.000206169,0.003657269,0.00003253824,0.0002150758,0.03910215],"study_design_scores_gemma":[0.00006966434,0.001842153,0.9838913,0.00008444399,0.00009866621,0.004377461,0.0001871336,0.002154552,0.006167794,0.00008097575,0.001031813,0.00001417754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965258,0.002220012,0.0002873717,0.00008367358,0.00001185782,0.000009450363,0.00003488419,0.00001077677,0.0008161524],"genre_scores_gemma":[0.9995122,0.0002105004,0.0001797861,0.00001936036,0.0000137903,0.000002594696,0.00002484736,6.807238e-7,0.00003617728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009947441,"threshold_uncertainty_score":0.005260766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773242632990029,"score_gpt":0.3327963022038586,"score_spread":0.2950638758739583,"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."}}