{"id":"W4409780945","doi":"10.1016/j.healun.2025.02.218","title":"CMV Incidence, Risk Factors and Breakthrough Infections in a Multicenter Lung Transplant Cohort","year":2025,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Incidence (geometry); Medicine; Cohort; Lung transplantation; Cohort study; Lung; Intensive care medicine; Internal medicine","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":[0.0006802399,0.0004157507,0.0006076029,0.0009219294,0.0007709978,0.001404645,0.0005478823,0.0006304841,0.001962706],"category_scores_gemma":[0.001517346,0.0005170901,0.000752522,0.0009972345,0.000358581,0.0008623095,0.0007592157,0.0009007556,0.0003460409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004275603,"about_ca_system_score_gemma":0.0004672196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006429144,"about_ca_topic_score_gemma":0.003732109,"domain_scores_codex":[0.9994079,0.0001206949,0.00005367729,0.0002018603,0.00006517264,0.0001506768],"domain_scores_gemma":[0.999138,0.0001001682,0.0002516822,0.0001245762,0.0000804694,0.0003050986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003256823,0.00005678443,0.998476,0.000002835744,0.00006868001,0.00008704817,0.00006439467,0.0000214992,0.0003122804,0.00001324178,0.00009252488,0.0004790648],"study_design_scores_gemma":[0.0000194074,0.0001494554,0.9987459,0.000002933515,0.00004075535,0.0003357863,0.0003744749,0.0001686513,0.00004493134,0.00001440576,0.000098444,0.000004771392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994923,0.0001045817,0.00003135183,0.00002186113,0.000005658572,0.000003572406,0.0001926127,0.000002241755,0.0001458027],"genre_scores_gemma":[0.9994588,0.00005859443,0.00002286814,0.00001946466,0.00001618617,0.000004527626,0.0002964307,0.000002255214,0.0001207545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006429144,"threshold_uncertainty_score":0.01278341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035251697990245,"score_gpt":0.3134285867089281,"score_spread":0.3030760697290257,"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."}}