{"id":"W4402423784","doi":"10.24908/iqurcp18023","title":"Prevalence of the Cefazolin Inoculum Effect in Methicillin-Susceptible Staphylococcus aureus Isolates Collected from Kingston Health Sciences Centre.","year":2024,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Cefazolin; Staphylococcus aureus; Microbiology; Veterinary medicine; Methicillin-resistant Staphylococcus aureus; Biology; Medicine; Antibiotics; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003721121,0.0003408432,0.0003511517,0.001368025,0.0005139553,0.0007466858,0.0004098071,0.0005161082,0.001738035],"category_scores_gemma":[0.002166315,0.0003007866,0.0002726751,0.001065508,0.0005543692,0.0002885668,0.0007127187,0.0003850462,0.0003243187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007823962,"about_ca_system_score_gemma":0.001092588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02434736,"about_ca_topic_score_gemma":0.02799997,"domain_scores_codex":[0.9989537,0.0001030349,0.0002423087,0.0001751276,0.0003848458,0.0001408444],"domain_scores_gemma":[0.9971783,0.0004028459,0.001288634,0.00008606967,0.0006811767,0.0003630296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001181882,0.00003629107,0.9918898,0.0001385489,0.00002356162,0.001105746,0.0005984248,0.0000137176,0.003398414,0.00001326715,0.0001740047,0.00248999],"study_design_scores_gemma":[0.0000077224,0.0003016086,0.9910945,0.00005399726,0.00003485614,0.004628985,0.001800884,0.00005534925,0.001350297,0.00001267952,0.000646545,0.00001260271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978828,0.0006572118,0.00005577716,0.00008873659,0.000006617978,0.0000294712,0.0006148547,0.000008121154,0.0006562501],"genre_scores_gemma":[0.9988915,0.0003489637,0.0001322256,0.00005710361,0.00000766566,0.00001301373,0.0003584217,0.000001722599,0.0001894766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9756526,"threshold_uncertainty_score":0.04841131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06481644382671473,"score_gpt":0.3809347819588415,"score_spread":0.3161183381321268,"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."}}