{"id":"W4391405004","doi":"10.1002/pbc.30880","title":"Clinical practice guideline‐inconsistent management of fever and neutropenia in pediatric oncology: A Children's Oncology Group study","year":2024,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; University of Toronto; Pediatric Oncology Group; SickKids Foundation; Hospital for Sick Children","funders":"National Cancer Institute; National Institutes of Health; Pfizer; Servier; St. Baldrick's Foundation; Seagen; U.S. Department of Defense","keywords":"Medicine; Febrile neutropenia; Guideline; CpG site; Internal medicine; Cancer; Neutropenia; Pediatric oncology; Pediatrics; Oncology; Intensive care medicine; Pathology; 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":[0.001569053,0.0003323802,0.0005588793,0.001192353,0.0007364576,0.0008486192,0.0006128463,0.0005323386,0.001271808],"category_scores_gemma":[0.005720204,0.0003731795,0.0005852855,0.003372115,0.0005141483,0.0008052468,0.0009232101,0.0007976708,0.0001589277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353607,"about_ca_system_score_gemma":0.002839792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02184991,"about_ca_topic_score_gemma":0.03050803,"domain_scores_codex":[0.9983472,0.0004327871,0.0002604929,0.0003380446,0.0003836969,0.0002378045],"domain_scores_gemma":[0.9930247,0.0008873094,0.004739276,0.0002611116,0.0004827482,0.0006048783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003342839,0.00002115965,0.9992162,0.00001056883,0.0000205999,0.00003974015,0.000117142,0.0000174305,0.0000164303,0.000008848364,0.00009109886,0.0004073422],"study_design_scores_gemma":[0.0000246667,0.0001505495,0.9983815,0.00002264869,0.00003668975,0.0002718799,0.000660882,0.00007848239,0.00002732928,0.000009759838,0.0003319775,0.000003627099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988424,0.0001768102,0.00003743858,0.00007217564,0.000003780607,0.00004804157,0.0005525702,0.000001740949,0.000265017],"genre_scores_gemma":[0.9985976,0.0002472578,0.0001889295,0.00008871669,0.00001287549,0.00009252803,0.0007110149,0.000003120794,0.00005795588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02184991,"threshold_uncertainty_score":0.04344547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541908550625609,"score_gpt":0.4049799749866196,"score_spread":0.3795608894803635,"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."}}