{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001106917,0.0005140574,0.006185221,0.0002719841,0.0001179349,0.00003342804,0.0001080399,0.0002077985,0.00005743278],"category_scores_gemma":[0.001243134,0.0002712095,0.00231961,0.0006189842,0.0003148907,0.00008886161,0.00003409984,0.0002668344,0.000001581323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006516697,"about_ca_system_score_gemma":0.0006749967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004787011,"about_ca_topic_score_gemma":0.0002828082,"domain_scores_codex":[0.9957815,0.0008774309,0.001972475,0.0008019826,0.0003036406,0.0002629457],"domain_scores_gemma":[0.9857162,0.01181683,0.001135956,0.0006419703,0.0002031047,0.0004859215],"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":[0.00006888562,0.0004109469,0.1398001,0.8475783,0.01059965,0.00003062883,0.0000139594,1.864527e-7,2.216741e-8,0.00001053967,0.00007343051,0.001413323],"study_design_scores_gemma":[0.0008560253,0.0001785194,0.03231674,0.03200762,0.9340859,0.00000507487,0.00001373123,0.000005885363,4.285218e-7,0.00001862103,0.0002006846,0.0003107786],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001991831,0.9902778,0.00005426819,0.0004136476,0.00004588831,0.0054242,0.001759751,0.00002698914,0.00000566795],"genre_scores_gemma":[0.07814483,0.9171252,0.000001762946,0.0004344577,0.00007020521,0.004017735,0.00006066363,0.00003649611,0.0001086798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9234862,"threshold_uncertainty_score":0.999974,"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."}}