{"id":"W4409510217","doi":"10.3390/tropicalmed10040108","title":"Current Antimicrobial Susceptibility Trends and Clinical Outcomes of Typhoidal Salmonella in a Large Health Authority in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"Tropical Medicine and Infectious Disease","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Memorial Hospital; Fraser Health; University of British Columbia","funders":"","keywords":"Ciprofloxacin; Medicine; Salmonella; Meropenem; Trimethoprim; Azithromycin; Antibiotic resistance; Salmonella typhi; Ertapenem; Ampicillin; Bacteremia; Sulfamethoxazole; Ceftriaxone; Drug resistance; Typhoid fever; Internal medicine; Antimicrobial; Antibiotics; Microbiology; Virology; 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":[0.000497839,0.0003683688,0.000327929,0.001818368,0.002533947,0.001445703,0.001232293,0.0004812585,0.002662656],"category_scores_gemma":[0.001924614,0.0003183299,0.00029204,0.004269215,0.0009316159,0.0004092051,0.0007962852,0.0005567958,0.0003059854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02701692,"about_ca_system_score_gemma":0.02565783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914792,"about_ca_topic_score_gemma":0.9949009,"domain_scores_codex":[0.9989983,0.00005863349,0.00007841345,0.0001354107,0.0003645833,0.00036477],"domain_scores_gemma":[0.9957522,0.000150249,0.0008952961,0.00007854183,0.002045659,0.001078078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003166803,0.00001729039,0.9961327,0.00003208435,0.00002061773,0.0001571393,0.000363168,0.00008206295,0.0001640831,0.00002393789,0.00079235,0.002182846],"study_design_scores_gemma":[0.000003139649,0.00001884415,0.9975156,0.00004409275,0.00001262007,0.000125911,0.00143017,0.0001406694,0.00003997025,0.000007665342,0.0006545048,0.000006798154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991953,0.001110051,0.00007931445,0.0004594203,0.000009913395,0.00003960792,0.003727106,0.00001526012,0.00260633],"genre_scores_gemma":[0.9973885,0.0005996507,0.0001041806,0.0001189714,0.000005156277,0.00001156712,0.001236182,0.000004101868,0.0005317433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02701692,"threshold_uncertainty_score":0.1960224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005167308488121,"score_gpt":0.3134716025707205,"score_spread":0.2934199294858393,"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."}}