{"id":"W4396791552","doi":"10.1111/tid.14292","title":"Cytomegalovirus surveillance after antiviral prophylaxis in CMV mismatched transplant patients: Does recurrent cytomegalovirus DNAemia impact patient survival?","year":2024,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cytomegalovirus; Incidence (geometry); Cohort; Population; Retrospective cohort study; Cumulative incidence; Internal medicine; Human cytomegalovirus; Disease; Viral load; Immunology; Viral disease; Herpesviridae; 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":[0.001041688,0.0001547685,0.0002914442,0.000335204,0.0001921815,0.0006071528,0.0002314698,0.0002722491,0.0008412119],"category_scores_gemma":[0.002895135,0.00009069007,0.0003902949,0.0004157176,0.0002063467,0.0004444621,0.0002498609,0.0004059894,0.0001002432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002601681,"about_ca_system_score_gemma":0.0002652338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007067083,"about_ca_topic_score_gemma":0.00116932,"domain_scores_codex":[0.9996185,0.0001168682,0.0000487906,0.00006879574,0.00007539085,0.00007165047],"domain_scores_gemma":[0.9984499,0.0004567462,0.0007347811,0.00006653634,0.0001011766,0.0001908114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001202132,0.00001595672,0.9980762,0.000006876126,0.00002879589,0.00002573681,0.00001512435,0.00002515012,0.00006958145,0.000006743148,0.00002129806,0.001588403],"study_design_scores_gemma":[0.00001110782,0.0005125201,0.9975133,0.00002378275,0.0001085959,0.0006168579,0.0001281736,0.0006086599,0.0002599578,0.00004384909,0.000169607,0.000003593282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991693,0.0005070719,0.0000561799,0.00004285684,0.00000399901,0.000002540258,0.00006094242,9.979558e-7,0.0001560557],"genre_scores_gemma":[0.9998109,0.00007358452,0.00002929028,0.00001365094,0.000007162445,0.000001139513,0.00004867625,3.500556e-7,0.00001533635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001041688,"threshold_uncertainty_score":0.005509019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009914877674098009,"score_gpt":0.2778049021173841,"score_spread":0.2678900244432861,"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."}}