{"id":"W2036058386","doi":"10.1186/s12879-014-0647-4","title":"Clinical and microbiological characteristics of bloodstream infections due to AmpC β-lactamase producing Enterobacteriaceae: an active surveillance cohort in a large centralized Canadian region","year":2014,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Alberta Health Services; Foothills Medical Centre; South Health Campus; University of Calgary","funders":"","keywords":"Medicine; Cohort; Internal medicine; Cephalosporin; Antibiotics; Empiric therapy; Enterobacter; Medical microbiology; Enterobacteriaceae; Antimicrobial; Intensive care medicine; Pediatrics; Microbiology; Immunology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001351728,0.0007050544,0.0005820009,0.002125024,0.002777191,0.001589991,0.001637445,0.0006381153,0.0009439951],"category_scores_gemma":[0.001993916,0.0005768036,0.0006999656,0.003271561,0.001288251,0.0005298523,0.001079864,0.000777891,0.0002004986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01901658,"about_ca_system_score_gemma":0.02181825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9626036,"about_ca_topic_score_gemma":0.9695311,"domain_scores_codex":[0.9983249,0.0001025385,0.00006499085,0.0003425906,0.0005973553,0.0005676783],"domain_scores_gemma":[0.996352,0.0001653006,0.0006491158,0.000178085,0.001642417,0.001013122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006473675,0.00004841036,0.9976873,0.00000952695,0.00003635453,0.00008005105,0.0003856292,0.00004956093,0.0003172918,0.0000137475,0.0002116614,0.001095637],"study_design_scores_gemma":[0.000006906512,0.00008740235,0.9985367,0.000007267546,0.00001612139,0.00009702045,0.0008302527,0.0001425684,0.000052794,0.000005127714,0.0002104679,0.000007349848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983438,0.00009074812,0.00008579782,0.00004079874,0.000003509865,0.00005263506,0.001111025,0.000004461266,0.0002672437],"genre_scores_gemma":[0.9980626,0.0001282277,0.0002243778,0.00005880369,0.000006443001,0.00002487344,0.001304879,0.000003603644,0.0001863739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03739643,"threshold_uncertainty_score":0.1379756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008266899988971354,"score_gpt":0.2628413929209337,"score_spread":0.2545744929319623,"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."}}