{"id":"W4298147445","doi":"10.1200/jco.2022.40.28_suppl.234","title":"Developing a standardized approach to prevention and outpatient management of febrile neutropenia.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Cancer Care Ontario","funders":"","keywords":"Medicine; Guideline; Quality management; Multidisciplinary approach; Patient education; Febrile neutropenia; Ambulatory care; Family medicine; MEDLINE; Intensive care medicine; Best practice; Health care; Nursing; Medical emergency; Neutropenia; Surgery; Management system; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04048721,0.001030431,0.0007359038,0.003730402,0.002482156,0.003843336,0.003839687,0.00326526,0.002130662],"category_scores_gemma":[0.05667489,0.0008384299,0.001323624,0.003754589,0.002483435,0.002716424,0.004722935,0.004463701,0.001554789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02246973,"about_ca_system_score_gemma":0.1253094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2078733,"about_ca_topic_score_gemma":0.4224785,"domain_scores_codex":[0.9602443,0.0163635,0.008179912,0.001326037,0.01233515,0.001551088],"domain_scores_gemma":[0.9507669,0.006581314,0.006763746,0.001873634,0.02911036,0.004904119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006464932,0.0006996611,0.01561769,0.007893722,0.0001102325,0.001966619,0.01658549,0.002491422,0.004585133,0.01026558,0.333699,0.6060208],"study_design_scores_gemma":[0.0003407863,0.0006028366,0.0607267,0.02466625,0.0002035382,0.002354913,0.01039973,0.003647003,0.002755402,0.008473046,0.8855377,0.0002919465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.04663422,0.04376714,0.2249767,0.4449609,0.008917502,0.06016384,0.00467955,0.00343176,0.1624683],"genre_scores_gemma":[0.1048615,0.02727874,0.8092099,0.02693279,0.0009507911,0.01299736,0.003634263,0.0002318169,0.0139028],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2078733,"threshold_uncertainty_score":0.4133267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1643700172740408,"score_gpt":0.4782801280425729,"score_spread":0.313910110768532,"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."}}