{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004160384,0.0001169017,0.0001194787,0.0000849691,0.00002870663,0.00001661679,0.00002447674,0.00004328844,0.0001092788],"category_scores_gemma":[0.00001154758,0.00008977051,0.00006224533,0.00006688108,0.00003609313,0.00008222013,0.000008919284,0.0001290375,0.00002988255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000352668,"about_ca_system_score_gemma":0.0001451354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002537324,"about_ca_topic_score_gemma":0.000005293513,"domain_scores_codex":[0.9993116,0.00002536523,0.0001353252,0.0002406338,0.0001690199,0.0001181152],"domain_scores_gemma":[0.9995854,0.00002884621,0.00001727534,0.0001337312,0.00001777781,0.0002169973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01020647,0.03384656,0.4493572,0.01057423,0.003487873,0.06176834,0.03107079,0.00000591967,0.3775545,0.0007404772,0.01149192,0.009895735],"study_design_scores_gemma":[0.01161037,0.0007999446,0.9485934,0.0009984918,0.01121017,0.0005512404,0.0005452459,0.0001235521,0.01152758,0.0002612185,0.01304783,0.0007308954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281422,0.0705006,0.000006061473,0.0001846852,0.0002172238,0.0003253022,0.00002111469,0.0001033225,0.0004995007],"genre_scores_gemma":[0.9976781,0.0005396762,0.00002445363,0.0002370239,0.00011415,0.00005997302,0.00003423671,0.00002058393,0.001291782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4992363,"threshold_uncertainty_score":0.3660735,"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."}}