{"id":"W4406228894","doi":"10.1002/pbc.31532","title":"Prevention and Management of Infectious Complications in Pediatric Patients With Cancer: A Survey Assessment of Current Practices Across Children's Oncology Group Institutions","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Vanderbilt University; Astellas Pharma; Y-mAbs Therapeutics; National Cancer Institute; National Institutes of Health; Pfizer","keywords":"Medicine; Febrile neutropenia; Intensive care medicine; Neutropenia; Internal medicine; Pediatric cancer; Cancer; Pediatrics; 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":[0.002900848,0.0001318522,0.0003184616,0.001512946,0.0004816949,0.0007599826,0.0004844044,0.0004011035,0.00116082],"category_scores_gemma":[0.009694797,0.0002146479,0.0003984483,0.002456367,0.0004823408,0.001066806,0.00130944,0.0005864112,0.0001653698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001578859,"about_ca_system_score_gemma":0.002233821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346755,"about_ca_topic_score_gemma":0.01399502,"domain_scores_codex":[0.9977049,0.0005110936,0.0005433309,0.0002577207,0.0006355756,0.0003473439],"domain_scores_gemma":[0.9867721,0.002119777,0.008067567,0.0002951663,0.001382598,0.001362671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009342438,0.00001347491,0.9976233,0.00002504973,0.00001106176,0.00001808347,0.000343538,0.00002185835,0.00002445718,0.00001057711,0.0002123468,0.001686916],"study_design_scores_gemma":[0.000002098695,0.00006238819,0.997283,0.00003956214,0.00000606981,0.0001188353,0.001888677,0.00006514406,0.0000386937,0.000005691216,0.0004869076,0.000002876356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971442,0.000475079,0.00009399919,0.0004531701,0.00000510873,0.00005377475,0.001067385,0.000008798283,0.0006985816],"genre_scores_gemma":[0.9977277,0.0008054029,0.0003549937,0.0001889759,0.00001096757,0.00007374904,0.0007416444,0.000004099547,0.00009257422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346755,"threshold_uncertainty_score":0.02677834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03393215407089294,"score_gpt":0.4189344561409294,"score_spread":0.3850023020700365,"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."}}