{"id":"W4417296795","doi":"10.1093/pch/pxaf116.035","title":"35 Identifying and addressing improvement opportunities in the care of children with febrile neutropenia: a quality improvement initiative","year":2025,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Quality management; Guideline; Psychological intervention; Febrile neutropenia; Multidisciplinary approach; Emergency department; Population; Health care","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":[0.03916522,0.0007182485,0.0005254155,0.002269899,0.002499135,0.004135403,0.002331131,0.001335557,0.001513362],"category_scores_gemma":[0.0476711,0.0003641161,0.001174993,0.002353677,0.001528568,0.001981844,0.006520596,0.002770637,0.0001946306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01102855,"about_ca_system_score_gemma":0.09177323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0409122,"about_ca_topic_score_gemma":0.06403057,"domain_scores_codex":[0.9709011,0.01328743,0.002739785,0.001316386,0.008284346,0.003470948],"domain_scores_gemma":[0.9101809,0.01438369,0.01578992,0.002824006,0.02134752,0.0354738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002463298,0.004041331,0.293674,0.00310797,0.0003800223,0.0004371801,0.005437931,0.002247366,0.001819977,0.003833102,0.0848944,0.5998803],"study_design_scores_gemma":[0.0009126916,0.004675702,0.860036,0.005326486,0.0004269783,0.0004582894,0.01217558,0.00613977,0.002542264,0.002346793,0.1048052,0.0001541978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5177752,0.01531237,0.02519023,0.3793358,0.003501591,0.00809252,0.002222916,0.001496352,0.04707318],"genre_scores_gemma":[0.8055937,0.01013095,0.1482804,0.02590761,0.001231989,0.003549078,0.002423723,0.00009018459,0.002792401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0409122,"threshold_uncertainty_score":0.2071279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06653235106602318,"score_gpt":0.3578905700986409,"score_spread":0.2913582190326177,"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."}}