{"id":"W2969731307","doi":"10.1093/jac/dkz288","title":"Characterization of MRSA in Canada from 2007 to 2016","year":2019,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; Public Health Agency of Canada; University of Manitoba; Health Sciences Centre","funders":"National Institutes of Health; Achaogen; Medicines Company; Zoetis; Diagnostic Services Manitoba; Canadian Institutes of Health Research; Sunovion; Bayer; University of Manitoba; AstraZeneca; Astellas Pharma US; Pfizer; Sanofi; Merck; Abbott Laboratories","keywords":"Methicillin-resistant Staphylococcus aureus; Clindamycin; Genotype; Medicine; Broth microdilution; Staphylococcus aureus; Multilocus sequence typing; Internal medicine; Trimethoprim; Veterinary medicine; Antibiotics; Microbiology; Biology; Minimum inhibitory concentration; Gene","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":[0.0006151863,0.0003899884,0.0003415761,0.002727613,0.00196925,0.001078603,0.0009684123,0.0004242749,0.001103721],"category_scores_gemma":[0.001938418,0.0002329348,0.0004651222,0.004730283,0.0004981623,0.0003302661,0.0006535753,0.0005908833,0.0002323771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02795632,"about_ca_system_score_gemma":0.03844288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879574,"about_ca_topic_score_gemma":0.9930335,"domain_scores_codex":[0.9984208,0.00003492028,0.00009020374,0.0001938882,0.0008135322,0.0004466208],"domain_scores_gemma":[0.9961725,0.0000507656,0.0005615632,0.00004396804,0.002608163,0.0005630921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001356778,0.00002874739,0.9805881,0.0001180395,0.00004153528,0.0001672807,0.0007116863,0.0001099544,0.001115624,0.00009296424,0.00305934,0.01383095],"study_design_scores_gemma":[0.000003431473,0.00002941019,0.9946485,0.00005594187,0.00001433528,0.0001666475,0.000671542,0.0001331039,0.0001981347,0.000009895311,0.004059508,0.00000944555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658294,0.004622015,0.0003256837,0.0008948678,0.00007538014,0.0001391565,0.02254758,0.00005097208,0.005514895],"genre_scores_gemma":[0.9852405,0.002042518,0.0006729483,0.0004992991,0.00002907555,0.0000371766,0.009578728,0.00001445012,0.001885253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02795632,"threshold_uncertainty_score":0.2028382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005275681166722559,"score_gpt":0.2244826154883992,"score_spread":0.2192069343216766,"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."}}