{"id":"W1847728460","doi":"10.1155/2013/201516","title":"Evaluation of MRSA<i>Select</i><sup>™</sup> Chromogenic Medium for the Early Detection of Methicillin‐Resistant <i>Staphylococcus aureus</i> from Blood Cultures","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Manitoba; Shared Health","funders":"","keywords":"Staphylococcus aureus; Gram-Positive Cocci; Methicillin-resistant Staphylococcus aureus; Gram staining; Microbiology; Medicine; Bacteremia; Blood culture; Chromogenic; Staphylococcal infections; Predictive value; Micrococcaceae; Turnaround time; Biology; Antibiotics; Bacteria; Internal medicine; Antibacterial agent; Chemistry; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008635124,0.0001154328,0.0002391334,0.00007244218,0.000122451,0.00002334655,0.0001753878,0.0002310903,0.0001455459],"category_scores_gemma":[0.002925684,0.00008158255,0.0001612562,0.00008063485,0.0003334926,0.000009277375,0.00001840382,0.0001369225,6.020197e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003238923,"about_ca_system_score_gemma":0.001214255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007390085,"about_ca_topic_score_gemma":0.01205982,"domain_scores_codex":[0.9987341,0.0002848911,0.0004910458,0.0001744871,0.0001302543,0.0001852223],"domain_scores_gemma":[0.9977918,0.0001699172,0.0003359835,0.0001628203,0.001225438,0.0003140921],"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":[0.00003374252,0.00003937172,0.004414212,0.00002304577,0.000311844,5.839943e-7,0.0001286159,0.00003021458,0.990637,0.000007017686,0.0004074483,0.003966901],"study_design_scores_gemma":[0.006120354,0.002888174,0.1390565,0.0002156175,0.003251529,0.00007166223,0.0007346031,0.0006362677,0.8367286,0.001902349,0.007906129,0.0004882863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919079,0.006489309,0.0004902702,0.000304398,0.0002721772,0.0003307918,0.0001942293,0.000002431441,0.000008482391],"genre_scores_gemma":[0.9991176,0.0002257319,0.00003345898,0.0002009162,0.0003279366,0.00002161583,0.00005726439,0.000009587843,0.000005950248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1539084,"threshold_uncertainty_score":0.9992198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008984818659339462,"score_gpt":0.2393357839574206,"score_spread":0.2303509652980811,"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."}}