{"id":"W3176744059","doi":"10.1093/jpids/piab036","title":"Prospective Evaluation of Galactomannan and (1→3) β-<scp>d</scp>-Glucan Assays as Diagnostic Tools for Invasive Fungal Disease in Children, Adolescents, and Young Adults With Acute Myeloid Leukemia Receiving Fungal Prophylaxis","year":2021,"lang":"en","type":"article","venue":"Journal of the Pediatric Infectious Diseases Society","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Cancer Institute; National Institutes of Health; Children’s Oncology Group","keywords":"Medicine; Caspofungin; Galactomannan; Neutropenia; Aspergillosis; Internal medicine; Context (archaeology); Fluconazole; Febrile neutropenia; Immunology; Antifungal; Chemotherapy; Biology","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":[0.009289689,0.0006126366,0.0007569358,0.0004421487,0.0003444196,0.0008123755,0.0004508327,0.0007515291,0.0007278891],"category_scores_gemma":[0.00924713,0.0005622571,0.0007910467,0.0004560702,0.0007521241,0.0006087541,0.0004985756,0.0007323718,0.0002027848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534086,"about_ca_system_score_gemma":0.0007644075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006166406,"about_ca_topic_score_gemma":0.001003575,"domain_scores_codex":[0.9957461,0.002421433,0.0003817237,0.0006380074,0.0005581743,0.0002546451],"domain_scores_gemma":[0.9906105,0.003329361,0.00316632,0.0005598724,0.001046285,0.001287566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0831017,0.001776219,0.9043826,0.000118023,0.0006461481,0.0000410398,0.000185807,0.0002166474,0.001490531,0.00003284233,0.0001246514,0.007883877],"study_design_scores_gemma":[0.009954142,0.09972577,0.885239,0.00005999841,0.0009646786,0.0003184176,0.0001650573,0.00144362,0.00146788,0.0000441252,0.0005950557,0.00002221346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992761,0.0003357092,0.00008224312,0.00001211629,0.000007671149,0.0001262824,0.0000705878,0.000002706975,0.00008666176],"genre_scores_gemma":[0.9993823,0.00007444363,0.000254196,0.00002591927,0.00001097767,0.00009966048,0.0001229478,0.000001103483,0.00002852422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009289689,"threshold_uncertainty_score":0.04912919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006879957002369452,"score_gpt":0.2437213052766207,"score_spread":0.2368413482742512,"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."}}