{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047245,0.0001199746,0.0004081782,0.00007669514,0.00002690142,0.00001618295,0.00007490029,0.000107301,0.00001154381],"category_scores_gemma":[0.0004544263,0.00009411107,0.0001691413,0.0001309763,0.0001417267,0.00001513423,0.00002220384,0.0002203831,4.133654e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004081862,"about_ca_system_score_gemma":0.00008199652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005464328,"about_ca_topic_score_gemma":0.00007361198,"domain_scores_codex":[0.9986073,0.0002283929,0.0006913483,0.000273289,0.00008163733,0.0001180698],"domain_scores_gemma":[0.9990643,0.00009306028,0.0003518888,0.0001463041,0.0002954098,0.00004900115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006210406,0.0005932141,0.9830137,0.00002134775,0.000374408,0.000002089177,0.0001583195,0.000007552932,0.01412975,0.000002561442,0.0001654285,0.0009105628],"study_design_scores_gemma":[0.001884419,0.002175263,0.9923863,0.0001010113,0.00006177917,0.00001719956,0.00003167092,0.00001441791,0.003089469,0.00001237278,0.0001333743,0.00009270618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991074,0.00007130553,0.0000509712,0.000189133,0.000257496,0.0002903083,0.000007720541,0.000004195833,0.00002151137],"genre_scores_gemma":[0.9986609,0.000306007,0.0007331041,0.0001030848,0.0001406311,0.000001256446,0.000007632832,0.00001404015,0.00003333866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01104028,"threshold_uncertainty_score":0.3837738,"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."}}