{"id":"W7028961059","doi":"","title":"Infection risk and role of antibiotic prophylaxis in acute myeloid leukemia patients receiving lower intensity chemotherapy: A literature review","year":2024,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Incidence (geometry); Antibiotic prophylaxis; Antibiotics; Neutropenia; Febrile neutropenia; Retrospective cohort study; Myeloid leukemia; Chemotherapy","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":[0.0001130106,0.0001000818,0.0002896691,0.0001913046,0.00005224764,0.00001033206,0.00004130549,0.00008383234,0.000007927704],"category_scores_gemma":[0.00001901236,0.0001027518,0.00009014977,0.0005626197,0.00007219425,0.0001845552,0.00004964563,0.0002913465,0.000005634755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000191269,"about_ca_system_score_gemma":0.00005818517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268505,"about_ca_topic_score_gemma":0.01091688,"domain_scores_codex":[0.9994372,0.00003994842,0.00008799836,0.0002090581,0.0001226458,0.0001031756],"domain_scores_gemma":[0.9995617,0.00001663887,0.00007859775,0.000154167,0.0001434381,0.00004550289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002477083,0.0001194077,0.9562928,0.002797437,0.0001444315,0.00005402598,0.0005497733,0.000001883464,0.00416862,0.00001790061,0.0009567757,0.03464922],"study_design_scores_gemma":[0.0006813669,0.0005607975,0.9855665,0.007450388,0.000243778,0.00002727045,0.000227546,0.00007007435,0.0008040501,0.00002343808,0.004249801,0.00009501361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937752,0.004757302,0.00002953872,0.0003636795,0.0001356313,0.0003626582,0.00001390197,0.00003445972,0.0005275969],"genre_scores_gemma":[0.9555315,0.04416818,0.0001085625,0.00005435996,0.00001969094,2.052996e-7,0.000008797889,0.000009701782,0.00009900863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03941088,"threshold_uncertainty_score":0.6091873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005065285293855075,"score_gpt":0.2061212658665047,"score_spread":0.2010559805726496,"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."}}