{"id":"W2136632163","doi":"10.1093/cid/cit096","title":"Virologic Suppression Measured by a Cytomegalovirus (CMV) DNA Test Calibrated to the World Health Organization International Standard Is Predictive of CMV Disease Resolution in Transplant Recipients","year":2013,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Viral load; Hazard ratio; Cytomegalovirus; Betaherpesvirinae; Ganciclovir; Internal medicine; Disease; Human cytomegalovirus; Gastroenterology; Proportional hazards model; Immunology; Confidence interval; Viral disease; Virology; 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":[0.001530879,0.0002791582,0.0003216833,0.0003269522,0.0001964005,0.0006428516,0.0001823461,0.0002997455,0.0008468062],"category_scores_gemma":[0.006204216,0.0001324407,0.000349929,0.0003020914,0.0003429827,0.000306333,0.0002112147,0.0007026055,0.0001337382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747576,"about_ca_system_score_gemma":0.0003439468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005648317,"about_ca_topic_score_gemma":0.0005727963,"domain_scores_codex":[0.9995222,0.0001743009,0.00004472612,0.0000729014,0.0001165082,0.00006933669],"domain_scores_gemma":[0.9947943,0.002511293,0.00190828,0.0001409541,0.0002234674,0.0004217071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000797582,0.00005354276,0.9932932,0.0000153845,0.00003349349,0.00002823066,0.00002193561,0.0003115237,0.0005682842,0.00001662263,0.0001134348,0.004746877],"study_design_scores_gemma":[0.00005778709,0.0009703717,0.9923922,0.00002506383,0.00009724792,0.0005355614,0.00006996068,0.004130265,0.001249579,0.0001271491,0.0003363795,0.000008512792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982917,0.0006936277,0.0004837845,0.00009011641,0.00000999312,0.000009422055,0.00006370235,0.000009054504,0.0003485782],"genre_scores_gemma":[0.9995085,0.00012067,0.0001768395,0.00001591119,0.00001274839,0.000003622892,0.0001182696,0.000001597001,0.00004184358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001530879,"threshold_uncertainty_score":0.008096218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150281345082927,"score_gpt":0.353409604636458,"score_spread":0.3219067911856287,"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."}}