{"id":"W2130876081","doi":"10.1093/jac/dkn527","title":"Comparison of three phenotypic techniques for detection of methicillin resistance in Staphylococcus spp. reveals a species-dependent performance","year":2009,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Cefoxitin; Microbiology; Staphylococcus saprophyticus; Staphylococcus; SCCmec; Biology; Coagulase; Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; 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":[0.002550807,0.0005121383,0.0003576702,0.001531314,0.0002496711,0.0007614111,0.0005223886,0.0006659333,0.0008528885],"category_scores_gemma":[0.006472366,0.0003259541,0.0004981575,0.0005384283,0.0003361205,0.0005518169,0.0006647285,0.0003113102,0.000506661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318486,"about_ca_system_score_gemma":0.0002211288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005056635,"about_ca_topic_score_gemma":0.0007703244,"domain_scores_codex":[0.9968222,0.001066923,0.000320842,0.0005513728,0.001072979,0.0001657372],"domain_scores_gemma":[0.9949635,0.00200268,0.001098876,0.0003793447,0.001290291,0.0002652623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001881667,0.0004981619,0.36879,0.0005272426,0.000469676,0.0001313868,0.0006653984,0.0005567815,0.5567887,0.0001197962,0.0002675445,0.06930359],"study_design_scores_gemma":[0.00005612342,0.005646657,0.7903178,0.00009555023,0.0003341946,0.003078153,0.0005736944,0.004677952,0.1936202,0.0001601703,0.001374791,0.00006468416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939427,0.001427684,0.003543614,0.00005097757,0.00002267747,0.00003458429,0.0001513869,0.00004637839,0.0007800305],"genre_scores_gemma":[0.9922107,0.0004546192,0.006556705,0.00003905197,0.000009400203,0.00003000318,0.0003493007,0.00001008796,0.0003400317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002550807,"threshold_uncertainty_score":0.01349014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966830443813788,"score_gpt":0.3182396267749962,"score_spread":0.2885713223368583,"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."}}