{"id":"W1869464035","doi":"10.1093/ofid/ofu052.147","title":"281Regional Changes in Methicillin-Resistant Staphylococcus aureus in Purulent Skin and Soft Tissue Infections among Patients Presenting to Canadian Emergency Departments","year":2014,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Health Sciences Centre; Mount Sinai Hospital; Alberta Hospital Edmonton; Schwartz/Reisman Emergency Medicine Institute; Sunnybrook Health Science Centre; North York General Hospital","funders":"","keywords":"Medicine; Methicillin-resistant Staphylococcus aureus; Staphylococcus aureus; Soft tissue; Emergency department; Staphylococcal Skin Infections; Skin infection; Staphylococcal infections; Dermatology; Microbiology; Surgery; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006533138,0.0002890093,0.0003458917,0.001358095,0.001695457,0.001169157,0.001136454,0.0005761445,0.002280198],"category_scores_gemma":[0.003053074,0.0002907959,0.0005251079,0.003584086,0.0006029414,0.0004313088,0.0009449957,0.0006407195,0.0002146938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01644048,"about_ca_system_score_gemma":0.01777762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9578641,"about_ca_topic_score_gemma":0.9732106,"domain_scores_codex":[0.9986298,0.00009595908,0.00008631728,0.0002249687,0.0004968282,0.0004662469],"domain_scores_gemma":[0.9969482,0.0001606061,0.0009972004,0.00005618218,0.001119236,0.0007184912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005544896,0.00001837922,0.9964932,0.00002454853,0.00001821587,0.00009914273,0.0004476508,0.00004018914,0.0001611183,0.00001870781,0.0003634357,0.002260191],"study_design_scores_gemma":[0.000001616837,0.00001237652,0.9988289,0.00001498204,0.000005165403,0.00007955182,0.000712178,0.00005987366,0.00002133621,0.000003173744,0.0002569581,0.000003894576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952798,0.0007524133,0.00005572485,0.0002881495,0.00001133052,0.00003436152,0.001979954,0.000007468114,0.001590943],"genre_scores_gemma":[0.9984903,0.0003312291,0.0001171938,0.0000902744,0.000005817788,0.00001192542,0.0007446388,0.000002584071,0.0002058738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04213589,"threshold_uncertainty_score":0.1192846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00918862490636753,"score_gpt":0.269443372336476,"score_spread":0.2602547474301085,"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."}}