{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007086644,0.0002628345,0.0005137082,0.00008643737,0.0002249813,0.00008175641,0.0001000077,0.0001219042,0.000004839987],"category_scores_gemma":[0.01260281,0.0001850564,0.0003991994,0.0005594944,0.0001807103,0.0004104974,0.00009049824,0.0004811605,3.209719e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007266309,"about_ca_system_score_gemma":0.003325296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004697005,"about_ca_topic_score_gemma":0.0001245606,"domain_scores_codex":[0.9975951,0.0002532614,0.0005477546,0.0003836956,0.0009010214,0.0003192187],"domain_scores_gemma":[0.9962486,0.00098494,0.0006826632,0.00026768,0.001487124,0.000328978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005935368,0.0005191641,0.9955676,0.0007689173,0.0003407077,0.00003511912,0.001092233,0.00006515296,0.0001263612,0.000007597083,0.0002404942,0.0006431248],"study_design_scores_gemma":[0.005821626,0.0009036292,0.9867758,0.0006022474,0.003509215,0.0005364975,0.001124319,0.0001404095,0.0001260298,0.0003444957,9.496537e-7,0.0001148263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927873,0.005066162,0.00004566132,0.00005908085,0.0001476209,0.001702939,0.0001414525,0.00001441068,0.0000353699],"genre_scores_gemma":[0.9950995,0.004239769,0.00005445243,0.00007040123,0.0003965332,0.00005988055,0.00001480644,0.00003011971,0.00003456089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01189415,"threshold_uncertainty_score":0.9957144,"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."}}