{"id":"W4255675507","doi":"10.1016/j.jen.2020.07.002","title":"Response to Kayauchi Letter","year":2020,"lang":"en","type":"letter","venue":"Journal of Emergency Nursing","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University; Western University; McMaster University; Impact","funders":"","keywords":"Medicine; Triage; Procalcitonin; Febrile neutropenia; Emergency department; Sepsis; Neutropenia; Intensive care medicine; Emergency medicine; Medical emergency; Internal medicine; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002103187,0.0002570059,0.0006328546,0.0004381244,0.00009844639,0.00002016006,0.000191761,0.0002378944,0.001648246],"category_scores_gemma":[0.000179812,0.0002186477,0.0005581109,0.0004130438,0.00002748055,0.00009930415,0.00001685538,0.002367807,0.0001650134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003430091,"about_ca_system_score_gemma":0.0003269638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003408212,"about_ca_topic_score_gemma":4.299798e-7,"domain_scores_codex":[0.9978576,0.0001700449,0.0008081798,0.0002216598,0.0006133941,0.0003291703],"domain_scores_gemma":[0.9986841,0.00004801855,0.0004265292,0.0002654421,0.0003203298,0.0002555845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001264553,0.00004797925,0.000142367,0.00006065976,0.0001507484,0.002309227,0.0004326159,0.000004575484,0.01592645,0.00000115273,0.9780486,0.001611032],"study_design_scores_gemma":[0.0004857257,0.001092897,0.0008205542,0.001087859,0.0005422464,0.0009524861,0.00002991561,0.000001009414,0.0006699882,0.0001133655,0.9940004,0.0002035658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007103051,0.0004894314,0.0005233083,0.9777241,0.0109231,0.0002093652,0.000008239813,0.00002215906,0.002997241],"genre_scores_gemma":[0.003699577,0.000121781,0.0008342587,0.9587224,0.03140963,0.000004915218,0.000007026018,0.00009630764,0.005104152],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02048653,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708744617463852,"score_gpt":0.3521871191667441,"score_spread":0.3050996729921056,"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."}}