{"id":"W4412775128","doi":"10.1016/j.eclinm.2025.103397","title":"Shorter versus longer-duration antibiotic treatments for immunocompetent patients with bloodstream infections: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"EClinicalMedicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Meta-analysis; Bloodstream infection; Antibiotics; Intensive care medicine; Internal medicine; Microbiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005606752,0.0006327726,0.008972052,0.0003137016,0.0001869539,0.00001762974,0.0002274865,0.0004620534,0.000195938],"category_scores_gemma":[0.0006274001,0.0003194167,0.001937934,0.0006496951,0.0002355295,0.00005123975,0.00006753974,0.0003396932,0.00004960358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005843206,"about_ca_system_score_gemma":0.0001449886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001553899,"about_ca_topic_score_gemma":0.00003457038,"domain_scores_codex":[0.9963289,0.0005490087,0.001966974,0.000752199,0.00008753236,0.000315415],"domain_scores_gemma":[0.995539,0.002178012,0.001174205,0.0008588611,0.000204865,0.00004506128],"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":[0.00004291327,0.0005917496,0.00006270473,0.505215,0.491757,0.000002696414,0.000008734913,4.641131e-8,4.032509e-8,0.0000206717,0.0003665441,0.001931864],"study_design_scores_gemma":[0.00182835,0.001017027,0.00003517158,0.07108625,0.916607,0.000006188414,0.000009229663,1.416436e-7,2.939308e-7,0.000001537202,0.009137956,0.0002708093],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000782598,0.9924356,0.0001581276,0.0001101227,0.0002946613,0.006567012,0.0003092133,0.00004455412,0.0000729189],"genre_scores_gemma":[0.0001163501,0.9924971,0.00009528916,0.0002183022,0.00002074503,0.0003544122,0.002459931,0.00002892322,0.004208876],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4341288,"threshold_uncertainty_score":0.9999258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05423159661585029,"score_gpt":0.3625295305195669,"score_spread":0.3082979339037166,"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."}}