{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004990627,0.0002409439,0.0007305426,0.00009408979,0.00009319608,0.0000307783,0.0001440271,0.000102172,0.001190449],"category_scores_gemma":[0.00006266254,0.0002200298,0.0001703986,0.0003463824,0.00003841424,0.0002498018,0.00002167006,0.0003824682,0.0005220474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005046114,"about_ca_system_score_gemma":0.0004821891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003995323,"about_ca_topic_score_gemma":0.0008028726,"domain_scores_codex":[0.997652,0.0001487081,0.000780785,0.0005279576,0.0003621824,0.00052838],"domain_scores_gemma":[0.9985303,0.00005294044,0.0003488006,0.0003953816,0.0002596157,0.0004129343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001476554,0.001148043,0.8214568,0.007736012,0.00005952809,0.000003450248,0.00008690045,0.00001351859,0.00003049445,0.0002179073,0.104226,0.06487367],"study_design_scores_gemma":[0.002001832,0.0008988016,0.6561033,0.003840332,0.00006541191,0.000004052275,0.000007558945,0.000008643749,0.00001938286,0.00004567743,0.3368282,0.0001768713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813856,0.002202706,0.000002207723,0.003384303,0.0006308674,0.01166385,0.0004475566,0.00009919912,0.0001837318],"genre_scores_gemma":[0.9653634,0.01265494,0.00146809,0.01220686,0.0004778917,0.002360147,0.002163375,0.00009049844,0.003214809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2326022,"threshold_uncertainty_score":0.9997226,"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."}}