{"id":"W4400290307","doi":"10.1093/jac/dkae211","title":"Epidemiology and clinical relevance of persistent bacteraemia in patients with Gram-negative bloodstream infection: a retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Health Sciences Centre; Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences; Sinai Health System; Sunnybrook Health Science Centre","funders":"Ministry of Long-Term Care; Canadian Institutes of Health Research; International Council for the Exploration of the Sea; Ministry of Health, Ontario","keywords":"Epidemiology; Bloodstream infection; Medicine; Retrospective cohort study; Cohort; Gram; Bacteremia; Cohort study; Intensive care medicine; Clinical epidemiology; Internal medicine; Microbiology; Antibiotics; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00138296,0.0003025903,0.0004579886,0.0009192962,0.0006286396,0.0009934183,0.0005840061,0.000438975,0.001138014],"category_scores_gemma":[0.003894573,0.0004082533,0.0007109352,0.001802853,0.0003983913,0.0006673043,0.0007305333,0.000528692,0.0001846755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005924013,"about_ca_system_score_gemma":0.001037397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02058092,"about_ca_topic_score_gemma":0.01764908,"domain_scores_codex":[0.9987075,0.0002519803,0.0001918659,0.0003739269,0.0002439688,0.0002307191],"domain_scores_gemma":[0.9965023,0.000360804,0.001836092,0.0004055586,0.0004562839,0.0004390055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004090604,0.0000063609,0.9995614,0.000004289228,0.00002934366,0.00003676317,0.00002879496,0.00000777417,0.00004080925,0.00000448833,0.00003055451,0.0002085666],"study_design_scores_gemma":[0.000005028919,0.00006142203,0.9993045,0.000006947464,0.00002591147,0.0002437971,0.0001581439,0.00007826272,0.00001419812,0.000007845832,0.00009050712,0.000003270264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988546,0.0002755212,0.00008454562,0.00002547874,0.000005198657,0.00001220462,0.0005958179,0.00000271033,0.0001437891],"genre_scores_gemma":[0.9992875,0.0001344274,0.00006350397,0.00001244922,0.000006996921,0.00001029689,0.000446051,0.000001710589,0.00003697998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02058092,"threshold_uncertainty_score":0.04092222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331650364633663,"score_gpt":0.2982576678544716,"score_spread":0.2849411642081349,"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."}}