{"id":"W4376871054","doi":"10.1542/hpeds.2022-007075","title":"Value-Based Care for Healthy Children With First Episode of Febrile Neutropenia","year":2023,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Febrile neutropenia; Emergency department; Guideline; Neutropenia; Antibiotics; Emergency medicine; Audit; Antimicrobial stewardship; Intensive care medicine; Pediatrics; Internal medicine; Antibiotic resistance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002446833,0.0002032035,0.0002269341,0.0004460117,0.0004995475,0.0007612605,0.0007342194,0.0004076353,0.001704289],"category_scores_gemma":[0.01155023,0.0001041388,0.0003084733,0.0004057925,0.0002836937,0.0005343271,0.001553559,0.0008199242,0.0001747693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023209,"about_ca_system_score_gemma":0.007467154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00753628,"about_ca_topic_score_gemma":0.01738042,"domain_scores_codex":[0.9976048,0.001345729,0.0001394793,0.0001142161,0.0004902271,0.0003054225],"domain_scores_gemma":[0.995845,0.0009468066,0.001570165,0.0001903296,0.0004471899,0.001000563],"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":[0.0003329396,0.002278271,0.4050315,0.001657938,0.000160969,0.001191933,0.002355385,0.005608535,0.002176346,0.002746705,0.04080736,0.535652],"study_design_scores_gemma":[0.0008069137,0.006338034,0.8925144,0.003986713,0.0002395584,0.002945335,0.004902038,0.0174248,0.003824478,0.006394165,0.06053593,0.00008759813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9034579,0.007535765,0.02019174,0.04530841,0.0004279468,0.001350225,0.0007611088,0.0006742832,0.02029264],"genre_scores_gemma":[0.9755313,0.001986207,0.01962003,0.001436039,0.00007942986,0.0003055618,0.0002676459,0.00001265287,0.0007611978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00753628,"threshold_uncertainty_score":0.01498485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008941889153410317,"score_gpt":0.2614705873072519,"score_spread":0.2525286981538415,"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."}}