{"id":"W1979952460","doi":"10.3747/co.v18i6.841","title":"Assessment and Management of Febrile Neutropenia in Emergency Departments within a Regional Health Authority—A Benchmark Analysis","year":2011,"lang":"en","type":"article","venue":"Current Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Febrile neutropenia; Neutropenia; Emergency department; Benchmark (surveying); Intensive care medicine; Medical emergency; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003496593,0.0003284067,0.000489606,0.001312885,0.0002457757,0.0007588034,0.0006101659,0.0002896089,0.0007467822],"category_scores_gemma":[0.01226773,0.0001717501,0.000809519,0.001115569,0.0002152556,0.0005357441,0.0008279052,0.0004009794,0.0001205919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314538,"about_ca_system_score_gemma":0.0009506104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007723027,"about_ca_topic_score_gemma":0.00674854,"domain_scores_codex":[0.9974133,0.001159107,0.0003231406,0.0003885772,0.0004745449,0.0002412701],"domain_scores_gemma":[0.9940322,0.001095677,0.00334207,0.0003549746,0.0007639821,0.0004110139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004334242,0.00007357762,0.9945374,0.00002571823,0.0001844553,0.00009389725,0.0000595087,0.0009644626,0.00009933646,0.00003676585,0.0001737167,0.003317755],"study_design_scores_gemma":[0.00004353025,0.0008171595,0.9938039,0.00002041459,0.0000928461,0.0004965025,0.0003382472,0.003879871,0.0001701146,0.00003604161,0.000289551,0.00001191718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989231,0.0001529085,0.0002890239,0.00002982118,0.000002246199,0.00002404236,0.0004078735,0.000005352428,0.0001656284],"genre_scores_gemma":[0.9989499,0.00005160393,0.0003540693,0.000008380911,0.000004015511,0.0000145953,0.0005927585,0.000001805602,0.00002287028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007723027,"threshold_uncertainty_score":0.01849192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1741502299814513,"score_gpt":0.4629354403619428,"score_spread":0.2887852103804915,"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."}}