{"id":"W2140384607","doi":"10.1128/jcm.01253-07","title":"Reductions in Workload and Reporting Time by Use of Methicillin-Resistant <i>Staphylococcus aureus</i> Screening with MRSA <i>Select</i> Medium Compared to Mannitol-Salt Medium Supplemented with Oxacillin","year":2008,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Shared Health; St. Boniface Hospital","funders":"","keywords":"Staphylococcus aureus; Medicine; Methicillin-resistant Staphylococcus aureus; Turnaround time; Mannitol; Staphylococcal infections; Micrococcaceae; Microbiology; Meticillin; Workload; Infection control; Antibacterial agent; Surgery; Biology; Antibiotics; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00302568,0.0004522523,0.002756531,0.0004755133,0.0001454922,0.00001742836,0.0002949295,0.0004310803,0.00006197755],"category_scores_gemma":[0.003662023,0.0003185783,0.0002994497,0.0009214893,0.001269968,0.0001803308,0.0001116025,0.001708734,0.000003898417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000098432,"about_ca_system_score_gemma":0.000931806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499959,"about_ca_topic_score_gemma":0.000378855,"domain_scores_codex":[0.9920185,0.0005450848,0.005711661,0.0006429653,0.000359791,0.0007219666],"domain_scores_gemma":[0.9906071,0.001853817,0.005112981,0.0004824151,0.00140769,0.0005359902],"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":[0.01256822,0.0004851107,0.1252955,0.0000710788,0.000528176,0.0006937459,0.0002258243,0.0001739685,0.8284691,0.00000160691,0.03129217,0.000195458],"study_design_scores_gemma":[0.03558206,0.01917242,0.1864003,0.01002437,0.002115926,0.00458585,0.001377823,0.00008897663,0.5432182,0.00003842374,0.1952907,0.002104988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989538,0.0008822231,0.002807378,0.005621743,0.0001984023,0.0007402715,0.0001504551,0.00002653312,0.00003500665],"genre_scores_gemma":[0.9441727,0.0007471367,0.05279693,0.001513402,0.0003208078,0.00001096812,0.00006667029,0.00007033384,0.0003010802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2852509,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07851874426080939,"score_gpt":0.3569526416089372,"score_spread":0.2784338973481278,"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."}}