{"id":"W2560329719","doi":"10.1182/blood.v126.23.249.249","title":"Effectiveness of Antibacterial Prophylaxis during Induction Chemotherapy in Children with Acute Lymphoblastic Leukemia","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Hamilton Health Sciences; Centre hospitalier universitaire de Québec; Université de Montréal; McMaster Children's Hospital","funders":"","keywords":"Medicine; Cefepime; Induction chemotherapy; Internal medicine; Neutropenia; Febrile neutropenia; Antibiotic prophylaxis; Antibiotics; Vincristine; Acute lymphocytic leukemia; Chemotherapy; Surgery; Leukemia; Cyclophosphamide; Lymphoblastic Leukemia; Antibiotic resistance","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":[0.00008949159,0.0000971069,0.0002296985,0.000101768,0.00001978041,0.000006979233,0.00003621547,0.00005874671,0.000009066489],"category_scores_gemma":[0.000009773071,0.00007534317,0.00002882437,0.0002679056,0.00004515375,0.00007870062,0.00001147945,0.00009148224,0.000003872007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143863,"about_ca_system_score_gemma":0.0002964768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001853108,"about_ca_topic_score_gemma":0.000007804587,"domain_scores_codex":[0.9994164,0.00004233518,0.000119745,0.0001680848,0.0001307565,0.0001226631],"domain_scores_gemma":[0.9996679,0.000006809384,0.00005292969,0.000147979,0.00006291551,0.00006143155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00159631,0.0003344242,0.5988939,0.00007345185,0.0002188241,0.00001275305,0.00008233108,0.00001755114,0.3985625,0.000006500208,0.000001423477,0.0002000169],"study_design_scores_gemma":[0.01065186,0.0008836619,0.6126801,0.00011638,0.00009600551,0.000420701,0.000006631595,3.52908e-7,0.3750817,0.000006799036,0.000002529768,0.00005331217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991658,0.00002178927,0.00001608217,0.000008799254,0.00009226915,0.0004911023,0.000003915978,0.00003057469,0.0001696207],"genre_scores_gemma":[0.9996878,0.00001303656,0.00006629232,0.000004788465,0.000137217,0.00003819279,0.000008943574,0.0000192057,0.00002455967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02348084,"threshold_uncertainty_score":0.3072405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007117012640039276,"score_gpt":0.2347771444624034,"score_spread":0.2276601318223641,"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."}}