{"id":"W4405045978","doi":"10.1182/blood-2024-199776","title":"BK Virus Reactivation and Disease after Allogeneic Hematopoietic-Cell Transplantation: A Natural History Study","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; BK virus; Hemorrhagic cystitis; Transplantation; Internal medicine; Dysuria; Hematopoietic stem cell transplantation; Immunology; Viral load; Gastroenterology; Urinary system; Virus; Kidney transplantation","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":[0.0005327392,0.0002568095,0.0003526278,0.0006180356,0.0006398579,0.0005687851,0.0002411277,0.0003991071,0.001416223],"category_scores_gemma":[0.001201699,0.0002454226,0.0003152911,0.000688281,0.0003920629,0.0005613808,0.0005642909,0.0004887494,0.0002555621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373344,"about_ca_system_score_gemma":0.0002882858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140033,"about_ca_topic_score_gemma":0.0009953992,"domain_scores_codex":[0.9996526,0.0001076851,0.00003294134,0.00009019659,0.00005386696,0.00006273157],"domain_scores_gemma":[0.9990987,0.0001848126,0.0003240712,0.00007606208,0.0000684896,0.0002479475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002930151,0.0001318845,0.9981391,0.000007372259,0.00002102035,0.0002994981,0.0001254617,0.00001501399,0.0002165604,0.00001283942,0.00003418887,0.0007041543],"study_design_scores_gemma":[0.0000338679,0.0007491281,0.9964153,0.000008801147,0.00003659434,0.001964536,0.0002837413,0.0001197613,0.00007049272,0.00003070226,0.0002810058,0.00000594427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994678,0.0001756184,0.00005073496,0.00001201543,0.000002400117,0.00001630469,0.00006972725,9.418248e-7,0.0002044381],"genre_scores_gemma":[0.999639,0.00009348927,0.00003506319,0.00001740634,0.0000102832,0.00001051592,0.0001294032,7.704135e-7,0.00006411834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001416223,"threshold_uncertainty_score":0.004737794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008333446259593844,"score_gpt":0.2327211561558338,"score_spread":0.22438770989624,"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."}}