{"id":"W2477361097","doi":"10.1200/jop.2015.009183","title":"Assessment of Fever Advisory Cards (FACs) as an Initiative to Improve Febrile Neutropenia Management in a Regional Cancer Center Emergency Department","year":2016,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Trillium Health Centre","funders":"Canadian Institutes of Health Research; Cancer Care Ontario","keywords":"Medicine; Triage; Febrile neutropenia; Emergency department; Cohort; Neutropenia; Incidence (geometry); Emergency medicine; Family medicine; Internal medicine; Chemotherapy; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007111263,0.0001530598,0.0004709386,0.000283065,0.00004771608,0.00000662497,0.0001417032,0.00008562375,0.0008190733],"category_scores_gemma":[0.0001085647,0.0001058719,0.0001326194,0.0002272221,0.00004751579,0.0006736215,0.00008167038,0.0003339905,0.00001860535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293692,"about_ca_system_score_gemma":0.000993892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001536558,"about_ca_topic_score_gemma":0.0002333839,"domain_scores_codex":[0.9979941,0.0003572124,0.0007334217,0.0002328073,0.000428381,0.0002541322],"domain_scores_gemma":[0.9978893,0.0001660693,0.000825354,0.0002184109,0.0006605436,0.0002403118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02239862,0.02049797,0.3356735,0.0003400421,0.006889862,0.005745209,0.003430734,0.0003129764,0.09967951,0.007869175,0.1697762,0.3273862],"study_design_scores_gemma":[0.006611047,0.005829271,0.3793751,0.0001657048,0.0005890768,0.000749169,0.000937484,0.000002789513,0.0006810434,0.000107199,0.6048152,0.0001369157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124369,0.0002503934,0.000404793,0.04566904,0.001901061,0.000956277,0.00003297264,0.000009650138,0.03833894],"genre_scores_gemma":[0.987196,0.00326312,0.00323128,0.00482621,0.0003988656,0.0001381845,0.000002100379,0.00002273965,0.0009214929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.435039,"threshold_uncertainty_score":0.8968278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04346086317454525,"score_gpt":0.4327001807201771,"score_spread":0.3892393175456319,"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."}}