{"id":"W2115280883","doi":"10.1086/466532","title":"A Longitudinal Molecular Surveillance Study of Human Polyomavirus Viremia in Heart, Kidney, Liver, and Pancreas Transplant Patients","year":2005,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Subclinical infection; Viremia; Medicine; Pancreas; Kidney; JC virus; Pancreas transplantation; Polyomavirus Infections; Pathology; Heart transplantation; BK virus; Kidney transplantation; Transplantation; Gastroenterology; Internal medicine; Virology; Immunology; Virus; Progressive multifocal leukoencephalopathy","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":[0.0009100717,0.0002677163,0.0003773795,0.0007483296,0.000739121,0.0007251097,0.0002529581,0.0004123991,0.0006849575],"category_scores_gemma":[0.00260185,0.0004461414,0.0003820879,0.0007391051,0.0003067606,0.0005146492,0.0004958357,0.0007759394,0.0002222794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178217,"about_ca_system_score_gemma":0.0006256013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00838043,"about_ca_topic_score_gemma":0.00639103,"domain_scores_codex":[0.9994904,0.00016148,0.00004823475,0.0001011276,0.00006645245,0.0001322218],"domain_scores_gemma":[0.998446,0.0002189751,0.0004484469,0.0001360247,0.000223376,0.0005271201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001026845,0.00005970024,0.9988419,0.000002438604,0.0000146657,0.00006122858,0.0001211872,0.0000144593,0.0002973134,0.000006279171,0.00003090716,0.000447222],"study_design_scores_gemma":[0.00001811271,0.0003862117,0.9982205,0.000004129561,0.00002412097,0.0005133424,0.00035759,0.0001668353,0.0001535636,0.000009564256,0.0001407496,0.000005262225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997628,0.00004619773,0.00005081125,0.00001056939,0.000001809658,0.000004195115,0.0000570697,0.000001375311,0.00006516011],"genre_scores_gemma":[0.9995692,0.00004331687,0.00006918241,0.0000205561,0.000004665266,0.000006848497,0.0002049813,9.676178e-7,0.00008023671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00838043,"threshold_uncertainty_score":0.01666331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00769689807822979,"score_gpt":0.2580886258126336,"score_spread":0.2503917277344038,"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."}}