{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006179311,0.0001511807,0.0005683983,0.0003994601,0.0001011929,0.00000994571,0.0001335949,0.00005407614,0.00008155575],"category_scores_gemma":[0.0006840224,0.00009769864,0.0001235961,0.0006827391,0.0004496744,0.0002566346,0.00002827505,0.0001543323,6.263701e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007490333,"about_ca_system_score_gemma":0.0002676107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00044871,"about_ca_topic_score_gemma":0.00007595113,"domain_scores_codex":[0.9983958,0.0001649449,0.0007222044,0.0001279353,0.0003627651,0.0002263205],"domain_scores_gemma":[0.9973402,0.000382001,0.0009509823,0.0002070425,0.001031258,0.00008848641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009319591,0.001292056,0.964016,0.0003334302,0.0002798182,0.0000302791,0.001903374,0.0004294345,0.01472486,0.0000530306,0.00007324367,0.00754488],"study_design_scores_gemma":[0.004838977,0.00334782,0.9838597,0.001007497,0.0001453014,0.0001861553,0.001316733,0.0000619452,0.004488564,0.0005979282,0.00004352973,0.0001058837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963195,0.002635658,0.0001245055,0.0001094286,0.00006201168,0.0005726541,0.00006378772,0.000006835704,0.0001056439],"genre_scores_gemma":[0.9936185,0.006220032,0.00003020565,0.00003558612,0.00002407047,0.00001334007,0.000004588218,0.00002252026,0.00003119207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984366,"threshold_uncertainty_score":0.3984035,"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."}}