{"id":"W3139225266","doi":"10.3390/pathogens10040393","title":"The Prevalence, Risk, and Management of Methicillin-Resistant Staphylococcus aureus Infection in Diverse Populations across Canada: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Pathogens","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Methicillin-resistant Staphylococcus aureus; Medicine; Antibiotic resistance; Linezolid; Infection control; Antimicrobial stewardship; Penicillin; Outbreak; Public health; Environmental health; Staphylococcus aureus; Vancomycin; Clindamycin; Antibiotics; Intensive care medicine; Microbiology; Biology; Virology","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":[0.001992627,0.0009088451,0.003904519,0.00764111,0.0008292383,0.001737731,0.00133422,0.0009719372,0.002312918],"category_scores_gemma":[0.01232233,0.0005515963,0.00299397,0.01283476,0.0005546511,0.0008185854,0.0007402605,0.0005942182,0.0001306587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006315702,"about_ca_system_score_gemma":0.0227928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2224936,"about_ca_topic_score_gemma":0.4334005,"domain_scores_codex":[0.9984604,0.0002926569,0.0004763601,0.0001449867,0.0005281255,0.00009747599],"domain_scores_gemma":[0.9938816,0.003530286,0.001072191,0.00006380221,0.00129323,0.000158853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002002974,0.00002909016,0.005358677,0.8295762,0.005953819,0.0001949654,0.0003451425,0.0002267226,0.0001913476,0.0002721227,0.005901424,0.1517502],"study_design_scores_gemma":[0.0001834466,0.0001828688,0.03816795,0.8388089,0.06012367,0.001204272,0.0007886558,0.0002111552,0.0002637297,0.0002866758,0.0597029,0.00007582748],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007091496,0.9987118,0.00002343477,0.00009374246,0.00002465571,0.00004089591,0.0002287823,0.000002442706,0.0001650043],"genre_scores_gemma":[0.006942291,0.9925747,0.0001292972,0.0001020753,0.0000148323,0.0000438278,0.0001381037,0.000001145482,0.00005387088],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7775064,"threshold_uncertainty_score":0.4423972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05244748046945034,"score_gpt":0.3525407802897996,"score_spread":0.3000932998203493,"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."}}