{"id":"W4408876546","doi":"10.20944/preprints202503.1853.v1","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":"preprint","venue":"Preprints.org","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salmonella; Antimicrobial; Health authority; Political science; Medicine; Microbiology; Biology; Nursing; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004921068,0.000340351,0.0003038644,0.001723114,0.002322268,0.001378315,0.001118128,0.0004559669,0.002592244],"category_scores_gemma":[0.001931513,0.0002899855,0.0002724724,0.003950706,0.0008527755,0.0004027,0.0007604343,0.0005594509,0.0003031341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02434291,"about_ca_system_score_gemma":0.02294403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887354,"about_ca_topic_score_gemma":0.9935346,"domain_scores_codex":[0.9990717,0.00005242082,0.00007475339,0.0001257944,0.0003251075,0.0003501588],"domain_scores_gemma":[0.9958151,0.0001418659,0.000928576,0.00007228606,0.001983042,0.001059158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003047875,0.00001670195,0.9963566,0.00002841875,0.00001722253,0.0001442875,0.0003226397,0.00007292168,0.000156474,0.00002195176,0.0007310726,0.002101357],"study_design_scores_gemma":[0.000002749953,0.00001868196,0.9976793,0.00004026727,0.00001068307,0.0001187517,0.001354641,0.0001258748,0.00004016556,0.000007036073,0.0005958641,0.000006039892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927478,0.0009690509,0.00006739597,0.0004488148,0.000008955894,0.00003354141,0.003337876,0.00001383088,0.002372746],"genre_scores_gemma":[0.9974668,0.0005502829,0.00009777532,0.0001077398,0.00000485824,0.000009920132,0.001236093,0.000003945888,0.0005224221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02434291,"threshold_uncertainty_score":0.176621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09735328792426123,"score_gpt":0.3717928763307031,"score_spread":0.2744395884064418,"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."}}