{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003382785,0.0001290526,0.0005104129,0.0003155665,0.00005943024,0.00000264174,0.00007335004,0.00004946569,0.0005592298],"category_scores_gemma":[0.00000230668,0.0001175561,0.0001044058,0.0006610579,0.00006592168,0.00005168748,0.00008158997,0.0001955723,0.000004352291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000330975,"about_ca_system_score_gemma":0.0002109084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002652435,"about_ca_topic_score_gemma":0.001052366,"domain_scores_codex":[0.9985867,0.0001338811,0.0005495799,0.0003219162,0.0001726918,0.0002352613],"domain_scores_gemma":[0.999289,0.00001150757,0.0002493335,0.0002269203,0.0000614248,0.0001617673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001405162,0.001516395,0.9756595,0.0003038406,0.0005943192,0.0000290153,0.0005861828,0.000007128124,0.00003404047,0.007556086,0.001905899,0.01166701],"study_design_scores_gemma":[0.001451973,0.0008573782,0.9859071,0.00005316443,0.0006244851,0.00001647373,0.0002279614,0.0001019495,0.00001569006,0.0003374328,0.01031558,0.000090751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856729,0.001556469,0.0003632092,0.0006037194,0.0009099979,0.0007701603,0.00001333282,0.00002076723,0.01008946],"genre_scores_gemma":[0.9931445,0.00440631,0.001980556,0.00007203317,0.00004271609,0.0001639271,0.00005832911,0.000008843745,0.0001227689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157626,"threshold_uncertainty_score":0.6123174,"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."}}