{"id":"W3164389917","doi":"10.1111/petr.14052","title":"Risk factors for post‐transplant Epstein‐Barr virus events in pediatric recipients of hematopoietic stem cell transplants","year":2021,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Alberta Children's Hospital; University of Calgary; CancerCare Manitoba; University of Manitoba; Héma-Québec; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Blood Services","keywords":"Medicine; Hematopoietic stem cell; Stem cell; Hematopoietic stem cell transplantation; Hematopoietic cell; Virus; Epstein–Barr virus; Savior sibling; Haematopoiesis; Transplantation; Virology; Immunology; Surgery; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002805466,0.000342244,0.0006230529,0.0004228096,0.00009801126,0.000009213063,0.0001336071,0.0002990547,0.0000579358],"category_scores_gemma":[0.00002164039,0.0003365986,0.0003378612,0.0008201477,0.00001856661,0.0001746607,0.000004884471,0.0002961723,0.00001160893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176124,"about_ca_system_score_gemma":0.0003630795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003638254,"about_ca_topic_score_gemma":0.0004130652,"domain_scores_codex":[0.9973461,0.0001401961,0.0008824064,0.0005431447,0.0005599514,0.0005281731],"domain_scores_gemma":[0.9986812,0.0003303819,0.0003604438,0.0002355792,0.0001997621,0.0001926253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001334136,0.0006961111,0.9869499,0.003076302,0.00004793737,0.0000676511,0.006011647,0.0002889925,0.001254312,0.00001066942,0.00004443787,0.0002178963],"study_design_scores_gemma":[0.0125201,0.0005436231,0.9644659,0.0001224337,0.003089726,0.00002695714,0.0005065007,0.00008686397,0.01808207,0.0001073095,0.00001171036,0.0004368599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926002,0.002039061,0.001548153,0.00005590738,0.0004930589,0.0008582528,0.002139522,0.00005816764,0.0002076641],"genre_scores_gemma":[0.9451542,0.05301061,0.0001860581,0.00004975339,0.000128928,0.0000655929,0.001244604,0.00005378289,0.000106459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05097154,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189409782635008,"score_gpt":0.2450515833404433,"score_spread":0.2331574855140932,"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."}}