{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001060867,0.0002547768,0.0003286616,0.0004262079,0.00003601136,0.00002334831,0.0003338805,0.0004577335,0.0004940309],"category_scores_gemma":[0.000005776987,0.0001839417,0.0002807178,0.0001615292,0.00006615665,0.00006914824,0.000008847217,0.0009673059,0.00001385258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004054144,"about_ca_system_score_gemma":0.00008383591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003377011,"about_ca_topic_score_gemma":0.0001010159,"domain_scores_codex":[0.9982883,0.0000310443,0.0004853926,0.0002923817,0.0006597968,0.000243096],"domain_scores_gemma":[0.9993947,0.0001811011,0.0001112322,0.0002220192,0.00006012845,0.00003082838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0109199,0.001111946,0.351394,0.007523594,0.004486276,0.02013409,0.006190067,0.0003204668,0.0002350754,0.001851159,0.5926834,0.003150022],"study_design_scores_gemma":[0.01122776,0.000253263,0.4812011,0.02279041,0.005783027,0.0009580914,0.0001333703,0.001505249,0.001095902,0.0004203615,0.4734167,0.001214791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.100398,0.004347819,0.001756969,0.8402876,0.002133213,0.001906948,0.01298369,0.0001401267,0.03604564],"genre_scores_gemma":[0.7122049,0.003186289,0.0003101802,0.2714539,0.001778614,0.0001817875,0.007229472,0.00006188007,0.00359297],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6118069,"threshold_uncertainty_score":0.7500924,"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."}}