{"id":"W4386531283","doi":"10.1016/j.jinf.2023.08.015","title":"Comment on “Prolonged vs short-term infusion of β-lactam antibiotics for the treatment of febrile neutropenia: A systematic review and meta-analysis”","year":2023,"lang":"en","type":"review","venue":"Journal of Infection","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Antibiotics; Neutropenia; Medicine; Meta-analysis; Term (time); Intensive care medicine; Febrile neutropenia; Lactam; Beta-lactam; Internal medicine; Chemistry; Microbiology; Chemotherapy; Biology","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":[0.0009230534,0.0003374546,0.007006566,0.0005273956,0.00009266681,0.00002013981,0.00008298447,0.0001379744,0.00003542323],"category_scores_gemma":[0.0001072986,0.0001564609,0.004082052,0.000742798,0.00004912419,0.00005235526,0.00002158764,0.0002434534,0.000002246123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002484929,"about_ca_system_score_gemma":0.000138603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003498657,"about_ca_topic_score_gemma":0.00003788852,"domain_scores_codex":[0.9970793,0.0003189773,0.001955618,0.0001807536,0.000332668,0.0001327502],"domain_scores_gemma":[0.9959027,0.000680453,0.002447765,0.0004496892,0.0004396393,0.00007977854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001461794,0.0008443089,0.0001171072,0.7783937,0.2156093,0.000009677147,0.00004776596,0.00001938932,0.000007686005,0.00004105947,0.0007233871,0.004040361],"study_design_scores_gemma":[0.0004617145,0.005464812,0.0001298559,0.03721938,0.9106168,0.0001944895,0.000005152965,0.000004926288,0.00003263653,0.000001920042,0.04576379,0.0001045114],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002411654,0.9937306,0.0001079795,0.0007304978,0.0002151407,0.00488816,0.00005612466,0.00000940777,0.00002091765],"genre_scores_gemma":[0.001395963,0.9980384,0.00002604696,0.0001902592,0.0001051616,0.0001000975,0.00002084679,0.00003485891,0.00008842454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7411744,"threshold_uncertainty_score":0.6380289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1660180076274765,"score_gpt":0.4171988954939897,"score_spread":0.2511808878665132,"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."}}