{"id":"W2133511703","doi":"10.1086/324672","title":"Rate of Emergence of Cytomegalovirus (CMV) Mutations in Leukocytes of Patients with Acquired Immunodeficiency Syndrome Who Are Receiving Valganciclovir as Induction and Maintenance Therapy for CMV Retinitis","year":2001,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Valganciclovir; Ganciclovir; Retinitis; Cytomegalovirus; Virology; Restriction fragment length polymorphism; Cytomegalovirus retinitis; Biology; Human cytomegalovirus; Immunology; Medicine; Herpesviridae; Gastroenterology; Viral disease; Virus; Polymerase chain reaction; Gene; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001981191,0.0002698152,0.001139447,0.0002345693,0.0002862495,0.0006378125,0.0002215104,0.0008903655,0.0006627088],"category_scores_gemma":[0.005747186,0.0003056107,0.0005543521,0.0002564068,0.0003694128,0.0005438814,0.0002347967,0.000911967,0.0001261399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003114601,"about_ca_system_score_gemma":0.0003005705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002277484,"about_ca_topic_score_gemma":0.0002516494,"domain_scores_codex":[0.9986249,0.0006731707,0.0001122722,0.0001768697,0.0002263915,0.0001863344],"domain_scores_gemma":[0.9973584,0.001153764,0.0008656175,0.0001284554,0.0001006247,0.0003930651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.162853,0.003698039,0.7306033,0.0002400404,0.000718482,0.0007921892,0.000262043,0.0007686568,0.01476839,0.0001204818,0.0003724607,0.08480288],"study_design_scores_gemma":[0.01888613,0.1358896,0.8295987,0.00005653746,0.0009462506,0.003330556,0.0001623971,0.00262781,0.007001311,0.0001945549,0.001259867,0.0000463505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989524,0.000734825,0.00007875248,0.00004170898,0.000007338966,0.0000332762,0.00002242238,0.000003514645,0.0001256391],"genre_scores_gemma":[0.9994797,0.000158549,0.0001044214,0.00006893228,0.0000222519,0.00003408811,0.0000637972,0.000001019769,0.00006724371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001981191,"threshold_uncertainty_score":0.0104776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620609020250265,"score_gpt":0.2829152529181767,"score_spread":0.2667091627156741,"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."}}