{"id":"W4388903359","doi":"10.1016/j.phoj.2023.10.091","title":"Safety and efficacy of granulocyte transfusions in life threatening infections in children undergoing chemotherapy and bone marrow transplant","year":2023,"lang":"en","type":"article","venue":"Pediatric Hematology Oncology Journal","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Bone marrow transplant; Chemotherapy; Granulocyte; Bone marrow suppression; Intensive care medicine; Bone marrow; Bone marrow transplantation; Internal medicine","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":[0.0005532586,0.0001548128,0.0006893855,0.0009684882,0.0001796618,0.000006818217,0.00004602579,0.0002410999,0.0000605988],"category_scores_gemma":[0.00009819312,0.0001398982,0.00008025586,0.0008336609,0.0001504854,0.00007785246,0.00001800692,0.0007443506,0.000003232503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008285677,"about_ca_system_score_gemma":0.0005242946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000845774,"about_ca_topic_score_gemma":0.0005445881,"domain_scores_codex":[0.9985,0.0001623459,0.0006571991,0.0002340009,0.00009919603,0.0003472404],"domain_scores_gemma":[0.9989447,0.0005831259,0.0001469893,0.00009031981,0.00003515828,0.0001996781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004895809,0.0002683243,0.9950686,0.0000592385,0.00007143393,0.0002190329,0.0008973667,0.00007581049,0.0003047483,0.0001979244,0.00007410539,0.00227387],"study_design_scores_gemma":[0.013091,0.0005812788,0.9644694,0.00007013002,0.0002197123,0.02086622,0.0001452605,0.00005387186,0.00004803457,0.0002392185,0.0000981769,0.0001177308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929689,0.002014819,0.0002324806,0.003977899,0.0001466214,0.0003417658,0.000006185467,0.00003807505,0.000273317],"genre_scores_gemma":[0.9467179,0.05280701,0.0001283403,0.0001592778,0.0001304915,0.00001599676,0.000005421211,0.00001818997,0.00001737628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05079219,"threshold_uncertainty_score":0.5704881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235177163340544,"score_gpt":0.2875937637414902,"score_spread":0.2752419921080848,"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."}}