{"id":"W4414678741","doi":"10.3389/ti.2025.15265","title":"Benefit of BK Polyomavirus Screening in the First Year After Lung Transplantation","year":2025,"lang":"en","type":"letter","venue":"Transplant International","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Immunosuppression; Transplantation; Kidney transplantation; BK virus; Lung transplantation; Incidence (geometry); Polyomavirus Infections; Nephropathy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000670256,0.0002484974,0.0008122509,0.0009587215,0.0006908772,0.001047886,0.0006403914,0.001565531,0.005216811],"category_scores_gemma":[0.006588373,0.0001375489,0.0004198486,0.000579303,0.0003577307,0.0009422922,0.0004017473,0.001631384,0.000755506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003603182,"about_ca_system_score_gemma":0.0004555881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404516,"about_ca_topic_score_gemma":0.001887985,"domain_scores_codex":[0.9996039,0.00008447649,0.0000426668,0.00008249771,0.00008035351,0.0001061846],"domain_scores_gemma":[0.9953343,0.001389081,0.0009364662,0.0001439607,0.0005028525,0.001693331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001834223,0.0006077831,0.8225282,0.000420744,0.0001662031,0.0548415,0.000359789,0.0002012067,0.001312614,0.0002502594,0.02571974,0.09175774],"study_design_scores_gemma":[0.0001640868,0.001596939,0.8640342,0.0007001623,0.0002393448,0.1110923,0.0008511448,0.001050027,0.0005093954,0.0006300706,0.01902222,0.0001102455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8994658,0.04285388,0.0008424702,0.02871222,0.01296636,0.00008818429,0.001168401,0.0001791413,0.01372352],"genre_scores_gemma":[0.9746962,0.00511268,0.0002663686,0.003463802,0.01450613,0.00001602477,0.0003758915,0.00002527563,0.001537619],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005216811,"threshold_uncertainty_score":0.01745194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020496189398498,"score_gpt":0.2582786052015227,"score_spread":0.2480736433075377,"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."}}