{"id":"W2574485272","doi":"10.1182/blood.v112.11.665.665","title":"Comparison of Infection-Related Hospitalization Risk and Associated Costs among Patients Receiving Sargramostim (Leukine®), Filgrastim (Neupogen®), and Pegfilgrastim (Neulasta®) for Chemotherapy-Induced Neutropenia","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Filgrastim; Pegfilgrastim; Medicine; Neutropenia; Granulocyte colony-stimulating factor; Febrile neutropenia; Internal medicine; Granulocyte macrophage colony-stimulating factor; Chemotherapy; Immunology; Surgery; Cytokine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001323933,0.0002777149,0.0005965974,0.0001848021,0.0003605421,0.00002945776,0.00004802152,0.0002117039,0.00002867631],"category_scores_gemma":[0.0003711721,0.0002706154,0.0001146805,0.0004346875,0.0001299508,0.0001684548,0.00003949992,0.0002512667,0.000001875607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009556262,"about_ca_system_score_gemma":0.00006836582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006226873,"about_ca_topic_score_gemma":0.0002877467,"domain_scores_codex":[0.9984,0.00008150613,0.0005611696,0.0004207133,0.000236675,0.0002998813],"domain_scores_gemma":[0.998569,0.0001872968,0.000477347,0.0002060969,0.0003827123,0.0001775851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001312808,0.001126379,0.9903125,0.00006119771,0.0003052067,0.000002144557,0.0005114852,0.00003744754,0.004235426,0.000007980887,0.0002598502,0.003009164],"study_design_scores_gemma":[0.01060985,0.001906019,0.9746016,0.0001843641,0.0006631335,0.00001845266,0.00002380563,0.0008884179,0.0107215,0.00002117032,0.0001148366,0.0002468191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976448,0.0001265402,0.0002684154,0.0000472567,0.0002065567,0.00131442,0.00006480658,0.000113523,0.0002136157],"genre_scores_gemma":[0.9989647,0.0003157548,0.0002078627,0.00003863958,0.00005072793,0.00008653967,0.0002038394,0.0000528149,0.00007917301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01571081,"threshold_uncertainty_score":0.9999746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145547659671248,"score_gpt":0.2743723533667793,"score_spread":0.2598175873996545,"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."}}