{"id":"W2973322962","doi":"10.1071/ah19061","title":"National cost savings from an ambulatory program for low-risk febrile neutropenia patients in Australia","year":2019,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Ambulatory; Cohort; Confidence interval; Emergency medicine; Ambulatory care; Health economics; Febrile neutropenia; Cohort study; Health care; Intensive care medicine; Neutropenia; Public health; Surgery; Internal medicine; Nursing","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":[0.001585627,0.0002054372,0.0002810741,0.0004285666,0.0003052939,0.0008916253,0.0005095053,0.0004389248,0.001493164],"category_scores_gemma":[0.00740497,0.000127204,0.0007910218,0.0004916944,0.0003321856,0.0006533926,0.001714223,0.0006337789,0.00008169925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005599475,"about_ca_system_score_gemma":0.004835783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05104867,"about_ca_topic_score_gemma":0.07597918,"domain_scores_codex":[0.99779,0.001169959,0.0001017142,0.0001181824,0.0005192271,0.0003009173],"domain_scores_gemma":[0.997408,0.0004528149,0.0008163583,0.00005729029,0.000432403,0.0008331561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003299654,0.001713318,0.6871756,0.001435096,0.0008630804,0.0008457463,0.0009396733,0.02755122,0.001865448,0.002958347,0.006010933,0.2653418],"study_design_scores_gemma":[0.0002621739,0.00435265,0.9664848,0.0004287987,0.000276017,0.0005929952,0.0005828504,0.022282,0.0002903288,0.0008924357,0.003525233,0.00002971336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921738,0.001035092,0.0006173623,0.001883057,0.00003971468,0.0001502818,0.0007227002,0.00002066319,0.003357281],"genre_scores_gemma":[0.9976954,0.0004542434,0.0007349555,0.0002019742,0.00002226567,0.00005658204,0.0003186988,0.000002748749,0.0005132206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05104867,"threshold_uncertainty_score":0.1015031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06027137845961481,"score_gpt":0.4248260050676569,"score_spread":0.3645546266080421,"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."}}