{"id":"W1945589614","doi":"10.1111/j.1469-0691.2008.02089.x","title":"Incidence, risk factors and outcomes of Escherichia coli bloodstream infections in a large Canadian region","year":2008,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":219,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Calgary Laboratory Services","funders":"","keywords":"Medicine; Population; Incidence (geometry); Cefazolin; Bacteremia; Ciprofloxacin; Epidemiology; Internal medicine; Risk factor; Ampicillin; Intensive care medicine; Antibiotics; Microbiology; Biology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002286082,0.0001161684,0.0002503076,0.00007879115,0.0001222246,0.000003782507,0.00003757791,0.0004047851,0.000006867445],"category_scores_gemma":[0.0005375068,0.00009917987,0.00006208115,0.00008801476,0.0003961264,0.000007348384,0.00004468313,0.0001844288,0.00000135313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001206379,"about_ca_system_score_gemma":0.00008860317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01190968,"about_ca_topic_score_gemma":0.07401979,"domain_scores_codex":[0.9990162,0.0001867525,0.0003431047,0.0002669088,0.00001064299,0.0001764258],"domain_scores_gemma":[0.9995095,0.00008286192,0.0001487882,0.0001413067,0.00003687627,0.00008062681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000020775,0.00009818307,0.9836553,0.000005804519,0.00004091221,0.000001530149,0.00002211078,9.114373e-7,0.01590475,0.00002777968,0.0001393998,0.00008250993],"study_design_scores_gemma":[0.000534179,0.0003807297,0.9932038,0.00001006992,0.00001925973,0.00004189435,0.00001596703,0.000003324675,0.00201144,0.00002453324,0.003653836,0.0001009613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992316,0.0001257597,0.00009335214,0.00002870698,0.0002336694,0.0001314171,0.00003092946,0.000006249103,0.0001182514],"genre_scores_gemma":[0.996695,0.003006302,0.00005992168,0.00008815672,0.00003679517,0.000002537085,0.00005377945,0.000006953524,0.00005050981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06211011,"threshold_uncertainty_score":0.9946701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543008165079009,"score_gpt":0.2848807309725336,"score_spread":0.2694506493217435,"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."}}