{"id":"W3087499350","doi":"10.1097/pec.0000000000002241","title":"Patient Outcomes With Febrile Neutropenia Based on Time to Antibiotics in the Emergency Department","year":2020,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Emergency department; Febrile neutropenia; Antibiotics; Neutropenia; Intensive care medicine; Emergency medicine; Intensive care; Medical emergency; Internal medicine; Chemotherapy; Nursing; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005147743,0.000246325,0.0002996208,0.0001236277,0.0001155231,0.000009152452,0.0001590347,0.00004940582,0.002676262],"category_scores_gemma":[0.00004539162,0.0001558758,0.0001423563,0.001107946,0.000008604597,0.0000416294,0.0000379397,0.0002238445,0.0007570089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008602132,"about_ca_system_score_gemma":0.0001285244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005489497,"about_ca_topic_score_gemma":0.00007761355,"domain_scores_codex":[0.9983132,0.00007047074,0.0003897861,0.0003990248,0.0004980754,0.0003293848],"domain_scores_gemma":[0.9991328,0.00002243989,0.00008166704,0.0003910141,0.0001401174,0.0002319865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002213569,0.0002548372,0.9266131,0.0001173231,0.00002304341,0.00007475437,0.001578124,0.001594671,0.00007600573,0.0000150494,0.06877264,0.0006590966],"study_design_scores_gemma":[0.002056783,0.005842941,0.9260618,0.00002210344,0.0005940348,0.000007331847,0.001030168,0.0002034089,0.0003954014,0.000004067996,0.06318714,0.000594842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773352,0.000402038,0.00004113343,0.00856509,0.0004544744,0.001502292,0.00008722365,0.0000789719,0.01153358],"genre_scores_gemma":[0.9958998,0.0001722248,0.00011574,0.003129223,0.0003657721,0.00004779543,0.0000664817,0.00003741763,0.0001655217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01856462,"threshold_uncertainty_score":0.9982354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203452254943131,"score_gpt":0.2595880048971861,"score_spread":0.2475534823477548,"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."}}