{"id":"W4307580705","doi":"10.1111/petr.14399","title":"Prospective Evaluation of the Fungitell® (1→3) <scp>Beta‐D‐Glucan</scp> Assay as a Diagnostic Tool for Invasive Fungal Disease in Pediatric Allogeneic Hematopoietic Cell Transplantation: A Report from the Children's Oncology Group","year":2022,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Canada Research Chairs; Merck KGaA; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Cancer Institute; St. Baldrick's Foundation","keywords":"Medicine; Context (archaeology); Internal medicine; Hematopoietic cell; Confidence interval; Hematopoietic stem cell transplantation; Transplantation; Caspofungin; Antifungal; Haematopoiesis; Amphotericin B","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002247415,0.000298748,0.0004421605,0.0001921281,0.0003593377,0.00002169417,0.0002924177,0.0001292505,0.00007443153],"category_scores_gemma":[0.001455817,0.0002250498,0.0003378327,0.0009977003,0.00009116505,0.0001537169,0.0000280771,0.0004669943,0.000006975342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000394298,"about_ca_system_score_gemma":0.001863357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002720985,"about_ca_topic_score_gemma":0.000670556,"domain_scores_codex":[0.9956887,0.0009322133,0.000918658,0.0007162309,0.001369312,0.0003749001],"domain_scores_gemma":[0.9925903,0.005911872,0.0005628659,0.0005005494,0.0003113984,0.0001230279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008256154,0.0006893067,0.9920005,0.000690277,0.0000504146,0.0001632781,0.003736609,0.001212493,0.0002050281,0.00008733619,0.0001946119,0.0001445802],"study_design_scores_gemma":[0.004269823,0.0003665876,0.9866887,0.00003130232,0.006159261,0.0001212201,0.0003589332,0.00009409452,0.000571983,0.001194448,0.0000118129,0.0001317803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885157,0.003352802,0.0008234612,0.0003307659,0.0003888209,0.005241683,0.001094543,0.0000378822,0.0002143811],"genre_scores_gemma":[0.9911753,0.00455467,0.0001239599,0.0001820011,0.0004811437,0.001710669,0.00167767,0.00003914056,0.00005543723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006108847,"threshold_uncertainty_score":0.9177263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371071350754478,"score_gpt":0.2689568769847014,"score_spread":0.2552461634771566,"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."}}