{"id":"W2937062220","doi":"10.1111/tid.13094","title":"High incidence of clinically significant cytomegalovirus infection in CMV D+/R+ lung transplant recipients receiving 3 months of antiviral prophylaxis","year":2019,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cytomegalovirus; Incidence (geometry); Cytomegalovirus infections; Cytomegalovirus infection; Internal medicine; Lung; Antiviral treatment; Lung transplantation; Immunology; Human immunodeficiency virus (HIV); Human cytomegalovirus; Herpesviridae; 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":[0.001054361,0.0003812669,0.001051541,0.0008015228,0.00006463359,0.00002122815,0.000207424,0.0002594842,0.0003459529],"category_scores_gemma":[0.0001671632,0.0003450098,0.0004053434,0.000979961,0.0002603804,0.0002967787,0.00003370658,0.0007357092,0.00007233467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178749,"about_ca_system_score_gemma":0.0005662914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006296929,"about_ca_topic_score_gemma":0.0005846071,"domain_scores_codex":[0.9959942,0.0002726767,0.001534427,0.0006836264,0.0008969244,0.0006181213],"domain_scores_gemma":[0.9979783,0.0003823573,0.0003686979,0.0006219535,0.0002510402,0.0003976958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008782385,0.001628758,0.9504061,0.001851751,0.0001501218,0.0002639806,0.0007441895,0.0003815088,0.03317083,0.0001075987,0.00001308032,0.002499676],"study_design_scores_gemma":[0.004541918,0.001760563,0.9823724,0.00195504,0.0002329786,0.00002091845,0.00001333011,0.001135346,0.007492092,0.00009877687,0.00002682046,0.0003498287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958382,0.0001456456,0.0002340759,0.00004300077,0.0003408404,0.001878725,0.0004457328,0.00009149551,0.0009822402],"genre_scores_gemma":[0.997466,0.001999205,0.00006454075,0.00004943231,0.00007169209,0.00007617464,0.000106159,0.00005813489,0.0001087134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03196626,"threshold_uncertainty_score":0.9999002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387417464284057,"score_gpt":0.2905349645842918,"score_spread":0.2766607899414512,"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."}}