{"id":"W4409831556","doi":"10.14740/jh2010","title":"Combined Impact of Prior Polatuzumab Vedotin Plus Bendamustine and Rituximab Therapy and Myeloablative Conditioning on Early Post-Transplant BK Virus-Associated Hemorrhagic Cystitis","year":2025,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bendamustine; Rituximab; BK virus; Hemorrhagic cystitis; Oncology; Internal medicine; Immunology; Lymphoma; Chemotherapy; Transplantation; Cyclophosphamide; Kidney transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001353155,0.0001845314,0.0008652284,0.0003580149,0.0001044059,0.00001364115,0.00005994073,0.0001880951,0.00006346497],"category_scores_gemma":[0.0001865372,0.0001288216,0.0001677897,0.0001685151,0.0001973738,0.00008088302,0.00001695927,0.0003968925,0.00000152171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009576356,"about_ca_system_score_gemma":0.0004146765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002263348,"about_ca_topic_score_gemma":0.00001204501,"domain_scores_codex":[0.9988152,0.000103843,0.0005619192,0.0001412797,0.0001618422,0.0002159496],"domain_scores_gemma":[0.9986822,0.0003460012,0.0004675775,0.00009565031,0.0002507547,0.000157823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08079541,0.009614002,0.6663548,0.001346181,0.01517064,0.009935369,0.01029516,0.0001177604,0.1811599,0.01221929,0.00237438,0.01061708],"study_design_scores_gemma":[0.03773062,0.008181578,0.9363446,0.002260156,0.0007973914,0.002906686,0.0002811422,0.0004486279,0.009880184,0.0009359023,0.00002280689,0.0002102695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907439,0.007850634,0.00002146158,0.0007071233,0.0001191073,0.0002003251,0.0001085308,0.00001356722,0.0002353563],"genre_scores_gemma":[0.9985977,0.0009708929,0.00008779272,0.0002305217,0.00001945574,0.000001588555,0.00002088344,0.0000133254,0.0000577883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2699898,"threshold_uncertainty_score":0.525319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0096887728283937,"score_gpt":0.2834294847108776,"score_spread":0.2737407118824839,"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."}}