{"id":"W3134622860","doi":"10.3390/antibiotics10030266","title":"Antibiotic Resistant Bloodstream Infections in Pediatric Patients Receiving Chemotherapy or Hematopoietic Stem Cell Transplant: Factors Associated with Development of Resistance, Intensive Care Admission and Mortality","year":2021,"lang":"en","type":"article","venue":"Antibiotics","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Cefepime; Internal medicine; Antibiotics; Febrile neutropenia; Neutropenia; Piperacillin; Bacteremia; Hematopoietic stem cell transplantation; Vancomycin; Intensive care unit; Meropenem; Intensive care medicine; Antibiotic resistance; Transplantation; Chemotherapy; Pseudomonas aeruginosa; Staphylococcus aureus; Microbiology; Imipenem","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":[0.0000727502,0.0002115297,0.0004571144,0.0001530318,0.0001346076,0.00001799198,0.00004281148,0.0001283839,0.00001545949],"category_scores_gemma":[0.0000515199,0.0001620142,0.00005433621,0.0007476233,0.00005610633,0.00006061138,0.00002110663,0.0002095689,5.488314e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416721,"about_ca_system_score_gemma":0.0005672461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001865337,"about_ca_topic_score_gemma":0.002965523,"domain_scores_codex":[0.9986452,0.00006145723,0.0004497105,0.0003393532,0.0002624996,0.0002418064],"domain_scores_gemma":[0.998721,0.00009761654,0.0001981325,0.0002230609,0.0006358149,0.0001243997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000126374,0.0005547107,0.9893593,0.000935156,0.00008481813,0.00004750261,0.006530076,0.000002624625,0.002189764,0.000003680694,0.0000231497,0.0001428032],"study_design_scores_gemma":[0.002429051,0.0002906818,0.8637596,0.001158259,0.0003153846,0.000004437018,0.004915461,0.00000135994,0.1269048,0.000001292252,0.00003819496,0.0001814562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998653,0.0003151071,0.00002224463,0.00003034041,0.00009420988,0.0003289189,0.00003995055,0.00003490303,0.0004813292],"genre_scores_gemma":[0.9989426,0.0005216399,0.0001262111,0.00004885755,0.00001363806,5.132958e-7,0.0000979662,0.0000309676,0.0002175939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1255997,"threshold_uncertainty_score":0.6606748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207948819342782,"score_gpt":0.2629777044885551,"score_spread":0.2421828225542769,"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."}}