{"id":"W2092343471","doi":"10.1086/662714","title":"Methicillin-Resistant <i>Staphylococcus aureus</i> Strain USA300 Is Prevalent among Hospital-Onset Cases in an Urban Canadian Setting","year":2011,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Providence Health Care; St. Paul's Hospital; University of British Columbia","funders":"Provincial Health Services Authority; Providence Health Care; University of Chicago","keywords":"Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Medicine; Strain (injury); Staphylococcal infections; Microbiology; Internal medicine; Biology; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001606607,0.0003110912,0.0002482552,0.000929508,0.001669272,0.0008815957,0.0006626223,0.0004323081,0.004699057],"category_scores_gemma":[0.0009262449,0.0002207665,0.0002630346,0.001473837,0.0005176712,0.0002309205,0.0003252367,0.0004509322,0.0002323264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006024987,"about_ca_system_score_gemma":0.01207566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811989,"about_ca_topic_score_gemma":0.989824,"domain_scores_codex":[0.9995442,0.00002162818,0.00001888098,0.00005371114,0.0001796294,0.0001819514],"domain_scores_gemma":[0.9994345,0.00002967492,0.0001288973,0.00001058424,0.0001720596,0.0002242264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009813871,0.00006258916,0.9900678,0.00004798721,0.00002326078,0.0003589606,0.0004237569,0.00006599072,0.00118162,0.00009054405,0.002404351,0.00517513],"study_design_scores_gemma":[0.000005831172,0.00004787938,0.9969808,0.00002816985,0.00001925108,0.0003285206,0.001552342,0.0001717943,0.0001748329,0.00002475099,0.0006539678,0.00001191696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940308,0.0003568176,0.0000863735,0.0003259279,0.00001336726,0.00002549104,0.001414215,0.00001828629,0.003728822],"genre_scores_gemma":[0.9985416,0.0002800318,0.0001049627,0.00007750298,0.000006512655,0.00000301965,0.0003801154,0.00000270193,0.0006035147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01880109,"threshold_uncertainty_score":0.04371452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012678422074376,"score_gpt":0.2944158249871544,"score_spread":0.2642890407664106,"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."}}