{"id":"W2334423407","doi":"10.1097/tp.0b013e3181fdd9d2","title":"Recombinant Phenotyping of Cytomegalovirus Sequence Variants Detected After 200 or 100 Days of Valganciclovir Prophylaxis","year":2010,"lang":"en","type":"article","venue":"Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; U.S. Department of Veterans Affairs","keywords":"Valganciclovir; Ganciclovir; Biology; Virology; Genotype; Cytomegalovirus; Human cytomegalovirus; Recombinant DNA; Virus; Gene; Genetics; Herpesviridae; Viral disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004208471,0.0001952492,0.0004325074,0.0003289871,0.0000585601,0.00001439799,0.0001516521,0.0002095,0.001149601],"category_scores_gemma":[0.00009580502,0.000152762,0.0001112568,0.0005930989,0.0001755067,0.0002008137,0.0000137694,0.0004645757,0.0000566515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000431176,"about_ca_system_score_gemma":0.0003759319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008478236,"about_ca_topic_score_gemma":0.0007635453,"domain_scores_codex":[0.9981654,0.00006792675,0.0005903336,0.0003269568,0.0005043251,0.0003450862],"domain_scores_gemma":[0.9988501,0.0001426767,0.0001675237,0.0003806849,0.0003087686,0.0001502388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008965199,0.0002862903,0.01327762,0.001434448,0.00007866835,0.0001878476,0.001437688,0.00000375597,0.9395474,0.0001357576,0.00001287783,0.03463248],"study_design_scores_gemma":[0.005612203,0.001409554,0.389461,0.0006317754,0.0002690238,0.000321174,0.00007419837,0.00130806,0.5997939,0.0002333587,0.0005175325,0.0003682463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963689,0.00007533517,0.001569973,0.0000520102,0.0002164917,0.0006870533,0.0001466866,0.0000477505,0.0008358379],"genre_scores_gemma":[0.9968872,0.0003102761,0.0022548,0.00003547107,0.00006497519,0.00004870133,0.00005247356,0.00003658804,0.0003095221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3761834,"threshold_uncertainty_score":0.9997635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03447653727470552,"score_gpt":0.3168163160479597,"score_spread":0.2823397787732542,"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."}}