{"id":"W2012634716","doi":"10.1097/00007890-201007272-00047","title":"THE IMPACT STUDY: PHENOTYPIC ANALYSIS OF PREVIOUSLY UNCHARACTERIZED CYTOMEGALOVIRUS UL54 AND UL97 AMINO ACID SUBSTITUTIONS DETECTED IN VIRUS FROM PATIENTS RECEIVING 200 OR 100 DAYS OF VALGANCICLOVIR (VALCYTE®) PROPHYLAXIS","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Valganciclovir; Virology; Virus; Biology; Cytomegalovirus; Ganciclovir; Amino acid substitution; Phenotype; Amino acid; Human cytomegalovirus; Medicine; Herpesviridae; Genetics; Gene; Viral disease; Mutation","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":[0.000245835,0.0003697542,0.0002841124,0.0005675997,0.0003110188,0.0004102429,0.0002666019,0.0003039307,0.004012739],"category_scores_gemma":[0.0006566938,0.0001167064,0.000324589,0.0004352809,0.0003244031,0.0002262807,0.0003193972,0.0003508603,0.0005723903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002729482,"about_ca_system_score_gemma":0.0002167017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153959,"about_ca_topic_score_gemma":0.001203129,"domain_scores_codex":[0.9998012,0.00003025186,0.00001979475,0.00004848366,0.00004216381,0.00005811867],"domain_scores_gemma":[0.9996995,0.00006217974,0.00004488255,0.00002893094,0.00003555055,0.000128996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01837036,0.001846985,0.6367547,0.0002069499,0.0002548244,0.00976283,0.001153426,0.0003928903,0.2629713,0.0003697705,0.004122003,0.06379396],"study_design_scores_gemma":[0.0007464118,0.008408649,0.9332734,0.00001925848,0.0002057573,0.01019326,0.0004331221,0.0004090604,0.04049431,0.0001047914,0.00567675,0.00003517546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970209,0.0001793951,0.000149917,0.00004839667,0.00001777587,0.00006962271,0.0006748203,0.000008878657,0.001830285],"genre_scores_gemma":[0.9963396,0.0002126422,0.0003310844,0.00008534553,0.00002919162,0.00004077162,0.001652684,0.000009113538,0.001299634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004012739,"threshold_uncertainty_score":0.01342392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033139167351923,"score_gpt":0.3132461316258338,"score_spread":0.2929147399523145,"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."}}