{"id":"W2515429879","doi":"10.1093/cid/ciw592","title":"Galactomannan, β-D-Glucan, and Polymerase Chain Reaction–Based Assays for the Diagnosis of Invasive Fungal Disease in Pediatric Cancer and Hematopoietic Stem Cell Transplantation: A Systematic Review and Meta-Analysis","year":2016,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Hospital for Sick Children; McMaster University; Pediatric Oncology Group","funders":"National Institute for Health and Care Research","keywords":"Galactomannan; Medicine; Hematopoietic stem cell transplantation; Immunosuppression; Polymerase chain reaction; Neutropenia; Aspergillosis; Transplantation; Internal medicine; Disease; Cancer; Gold standard (test); Oncology; Immunology; Biology; Chemotherapy","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":[0.006158803,0.001607769,0.00949565,0.006783041,0.0004331799,0.001701397,0.001571245,0.001284431,0.002672901],"category_scores_gemma":[0.01995429,0.000836233,0.01261326,0.008241514,0.0004717319,0.001090891,0.0009501106,0.0009360375,0.0002289184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445677,"about_ca_system_score_gemma":0.003344472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00504359,"about_ca_topic_score_gemma":0.01413857,"domain_scores_codex":[0.9953946,0.00146058,0.001766071,0.0005651871,0.0006580847,0.000155429],"domain_scores_gemma":[0.9816457,0.0137828,0.002947881,0.0002906299,0.001152098,0.0001809711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001054492,0.00004365752,0.01128787,0.7846404,0.1504708,0.0002027094,0.0001156867,0.0003652144,0.0003265055,0.000184082,0.001679576,0.04962895],"study_design_scores_gemma":[0.0006263451,0.0003944553,0.02245069,0.1518891,0.8124118,0.0006263723,0.0001578341,0.0003115133,0.0003195405,0.0003773616,0.01037192,0.00006303483],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001714873,0.997635,0.00009180357,0.00008172807,0.00003185237,0.00004956089,0.0002941976,0.000004018199,0.00009686501],"genre_scores_gemma":[0.04464718,0.9531068,0.0007211314,0.0004225057,0.0001130044,0.0002827036,0.0005908569,0.000006777135,0.0001091347],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00949565,"threshold_uncertainty_score":0.03257126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09426626400913617,"score_gpt":0.399042515581612,"score_spread":0.3047762515724758,"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."}}