{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007047696,0.0001621976,0.0003180657,0.0001874985,0.0001719415,0.00001506602,0.0001002696,0.00007765811,0.0000227632],"category_scores_gemma":[0.0000539307,0.0001361293,0.0001470081,0.00083025,0.00005425922,0.00006074204,0.00002950552,0.0001346376,0.00004364771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009139128,"about_ca_system_score_gemma":0.0003130524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003070416,"about_ca_topic_score_gemma":0.0002089144,"domain_scores_codex":[0.9988601,0.00001153752,0.0002395418,0.000295746,0.0002601004,0.0003329976],"domain_scores_gemma":[0.9990544,0.0001107685,0.00012357,0.0003137311,0.0002328437,0.0001646484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003622631,0.0001915044,0.974386,0.000823442,0.00004140952,0.000008232828,0.0002443741,0.001001417,0.00001391134,0.0002671861,0.02196176,0.0006985535],"study_design_scores_gemma":[0.006610762,0.007791126,0.97279,0.0000668221,0.0005869363,0.00001217949,0.0002382149,0.0001315438,0.0007623261,0.00003728942,0.010619,0.0003538189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942942,0.0005527509,0.0003538065,0.001951704,0.0003785208,0.001567952,0.000246788,0.0001877921,0.0004664331],"genre_scores_gemma":[0.9972858,0.0002231908,0.0008306432,0.0002951656,0.0006667782,0.0002284816,0.0002967702,0.00005643705,0.0001167092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01134276,"threshold_uncertainty_score":0.5551192,"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."}}