{"id":"W4403749945","doi":"10.1093/jacamr/dlae157","title":"Evaluating the costs of <i>Escherichia coli</i> bloodstream infections: a population-based cohort study in a large metropolitan Canadian region","year":2024,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Ministry of Economic Development and Trade, Government of Alberta; Ministero dello Sviluppo Economico; Government of Alberta","keywords":"Medicine; Sulfamethoxazole; Trimethoprim; Population; Ceftriaxone; Cohort; Escherichia coli; Retrospective cohort study; Internal medicine; Bacteremia; Microbiology; Antibiotics; Biology; Environmental health","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":[0.0009508813,0.000783412,0.0005329692,0.001976207,0.002996934,0.001729108,0.001661061,0.000854427,0.001484365],"category_scores_gemma":[0.002071869,0.0005608682,0.001336574,0.00471727,0.0006817046,0.0006383799,0.001064171,0.001000028,0.0002092497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02788046,"about_ca_system_score_gemma":0.02467633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9860087,"about_ca_topic_score_gemma":0.9880065,"domain_scores_codex":[0.9988727,0.00008935733,0.00007777439,0.0002223906,0.0003455682,0.0003921984],"domain_scores_gemma":[0.9981595,0.00006910013,0.000560457,0.00008576211,0.0006851379,0.0004400731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004303483,0.00003505086,0.9982339,0.00001129218,0.00008504896,0.00005598564,0.0001298385,0.00007515758,0.00005035716,0.00003966188,0.0003599531,0.0008806358],"study_design_scores_gemma":[0.00001165208,0.00004621359,0.9982662,0.00002066114,0.00005687069,0.0000754313,0.000623252,0.0004587058,0.0000287097,0.0000209069,0.0003789072,0.000012568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957182,0.0002398579,0.00009992052,0.0001529394,0.000006991131,0.00006179076,0.003129205,0.000006189305,0.0005849838],"genre_scores_gemma":[0.9972687,0.0002988114,0.0002500416,0.0001484113,0.00001084356,0.00003481063,0.001643475,0.000004894073,0.0003401107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02788046,"threshold_uncertainty_score":0.2022879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031143365091544,"score_gpt":0.312479416300163,"score_spread":0.2921679826492476,"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."}}