{"id":"W4408808693","doi":"10.1093/jac/dkaf093","title":"Validation of a modified rapid test to detect the cefazolin inoculum effect in methicillin-susceptible <i>Staphylococcus aureus</i> from bloodstream infections in hospitals from North and Latin America","year":2025,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Cefazolin; Ampicillin; Staphylococcus aureus; Gold standard (test); Microbiology; Medicine; Biology; Antibiotics; Internal medicine; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006137284,0.0009944481,0.0006669511,0.001405574,0.0003146773,0.001344183,0.0008823873,0.0008061563,0.0007478134],"category_scores_gemma":[0.01024392,0.0003479507,0.0007111141,0.0007620484,0.0007596615,0.0004247734,0.001069312,0.0004557894,0.0004862195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000911092,"about_ca_system_score_gemma":0.0009537462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007588225,"about_ca_topic_score_gemma":0.008145574,"domain_scores_codex":[0.9954368,0.001372492,0.0004925805,0.001354301,0.001050612,0.0002930929],"domain_scores_gemma":[0.9927165,0.00163582,0.002196257,0.0007304744,0.002429743,0.0002911937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001083656,0.0003146992,0.8813098,0.0003660466,0.000370287,0.0002780713,0.0006500889,0.001546088,0.0812216,0.0001345665,0.001150287,0.03157484],"study_design_scores_gemma":[0.0001977985,0.002651702,0.9123002,0.0003068305,0.0004296763,0.002308425,0.001107836,0.01146883,0.05975316,0.0002090437,0.009156619,0.0001099609],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985803,0.001003933,0.007094102,0.0002715676,0.00007130879,0.0003469816,0.003093539,0.0002260342,0.002089403],"genre_scores_gemma":[0.9806285,0.0002873384,0.01316349,0.0003932056,0.00003029388,0.0002334913,0.004821508,0.00005096435,0.0003912766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007588225,"threshold_uncertainty_score":0.03245741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004163180569407006,"score_gpt":0.237493764246429,"score_spread":0.233330583677022,"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."}}