{"id":"W4405046734","doi":"10.1182/blood-2024-211092","title":"Routine Prophylactic Granulocyte Colony-Stimulating Factor Use Post Autologous Peripheral Blood Stem Cell Transplantation for Hodgkin's Disease, Non-Hodgkin's Lymphoma and Germ Cell Tumors Shortens Duration of Hospital Stay and Reduces Mortality: A Retrospective Single Center Experience","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Granulocyte colony-stimulating factor; Lymphoma; Transplantation; Stem cell; Peripheral Blood Stem Cells; Autologous stem-cell transplantation; Non-Hodgkin's lymphoma; Oncology; Internal medicine; Hematopoietic stem cell transplantation; Immunology; Chemotherapy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004033989,0.0001799039,0.0002167868,0.0003181063,0.000448306,0.0005166371,0.0002678518,0.0001620668,0.001141635],"category_scores_gemma":[0.00130462,0.0001487416,0.0002153462,0.0005295605,0.0003040745,0.0002388783,0.0003606958,0.0003000128,0.0002139851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008074474,"about_ca_system_score_gemma":0.0008506918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002923911,"about_ca_topic_score_gemma":0.007698117,"domain_scores_codex":[0.9996843,0.00005540956,0.00005539587,0.00005816116,0.000094141,0.00005256974],"domain_scores_gemma":[0.9989998,0.0002028268,0.0003451724,0.00007318574,0.0000971173,0.0002820326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006334456,0.0006223728,0.9607053,0.00009956066,0.00009187339,0.001806437,0.0007135489,0.0001770312,0.001541272,0.00003499817,0.0006423924,0.03293177],"study_design_scores_gemma":[0.0001886781,0.007068404,0.9615631,0.0001050988,0.0001479207,0.02326787,0.001494544,0.0004142276,0.002491355,0.00005632938,0.0031777,0.0000248601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991135,0.0003534838,0.00009246379,0.00001470626,0.000002896298,0.00001855687,0.00005666225,0.000003418993,0.0003442806],"genre_scores_gemma":[0.9991052,0.000402437,0.0001658872,0.00003699796,0.000005951758,0.000008928693,0.0001597954,0.000002802179,0.0001120251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002923911,"threshold_uncertainty_score":0.005858481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461641662387398,"score_gpt":0.2590948614028596,"score_spread":0.2444784447789857,"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."}}