{"id":"W1968493406","doi":"10.1139/w09-109","title":"Methicillin-resistant<i>Staphylococcus aureus</i>in Canada: a historical perspective and lessons learned","year":2010,"lang":"en","type":"review","venue":"Canadian Journal of Microbiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Methicillin-resistant Staphylococcus aureus; Public health; Outbreak; Infection control; Medicine; Staphylococcus aureus; Intensive care medicine; Biology; Virology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007482618,0.0006595058,0.003885583,0.001269569,0.0001410334,0.00002906601,0.0005276702,0.001130251,0.0001348264],"category_scores_gemma":[0.001250715,0.000552768,0.000595615,0.0005504361,0.0004710554,0.00004608072,0.00004410682,0.004185904,0.00000816279],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01609774,"about_ca_system_score_gemma":0.07960512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.884082,"about_ca_topic_score_gemma":0.9968,"domain_scores_codex":[0.996324,0.0004244899,0.001518481,0.0006140917,0.0001339847,0.0009849619],"domain_scores_gemma":[0.9959447,0.0005590962,0.00112119,0.0004708704,0.0006609861,0.00124319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007392182,0.0002056657,0.0008649467,0.01294885,0.00269768,0.03721275,0.001463562,0.00000390385,0.03317457,0.003468315,0.1312746,0.775946],"study_design_scores_gemma":[0.0006693709,0.0001760104,0.00006104195,0.004696036,0.0008321428,0.001066272,0.0002403749,1.297469e-7,0.00002617616,0.00008100126,0.9917072,0.000444259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001197151,0.9922847,0.00001041056,0.003853062,0.001195757,0.000561871,0.0004782071,0.00000505468,0.0004138107],"genre_scores_gemma":[0.001786958,0.9960352,0.0004996707,0.0005255513,0.000410735,0.000009865446,0.00003189237,0.0001034308,0.0005966652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8604326,"threshold_uncertainty_score":0.9996924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05188137536200833,"score_gpt":0.3177928897920085,"score_spread":0.2659115144300002,"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."}}