{"id":"W2888011813","doi":"10.2807/1560-7917.es.2018.23.34.1700592","title":"Genomic epidemiology of meticillin-resistant Staphylococcus aureus ST22 widespread in communities of the Gaza Strip, 2009","year":2018,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute of General Medical Sciences; National Institutes of Health; United States Agency for International Development","keywords":"Biology; Genetics; Mupirocin; Population; Staphylococcal infections; Carriage; Methicillin-resistant Staphylococcus aureus; Staphylococcus aureus; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001706897,0.0002876552,0.001100123,0.0001832132,0.00009521,0.000004151756,0.0006458727,0.0001531255,0.00009273746],"category_scores_gemma":[0.001896861,0.0002160975,0.0002338286,0.0006242348,0.001825046,0.00003724035,0.0002270833,0.0004169804,0.0000146319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094377,"about_ca_system_score_gemma":0.0002373714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009274113,"about_ca_topic_score_gemma":0.003736757,"domain_scores_codex":[0.9966455,0.0009706655,0.001244583,0.0003134807,0.0002791625,0.0005465709],"domain_scores_gemma":[0.9958506,0.00155143,0.0007499284,0.001354188,0.0004053514,0.00008846106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009075378,0.0001538725,0.7217765,0.0001628816,0.0000539351,0.000007448182,0.0005714865,0.0001353065,0.2740507,0.0004779408,0.001462691,0.0002397531],"study_design_scores_gemma":[0.001218868,0.0005013826,0.962735,0.0003863735,0.000027835,0.000003607939,0.0002865859,0.0001589615,0.02882608,0.0003506182,0.005313691,0.0001910011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936929,0.002190602,0.0002693468,0.0005246123,0.0003943219,0.0006294452,0.0003261638,0.00003140169,0.001941145],"genre_scores_gemma":[0.9975751,0.0003162191,0.00095184,0.0006590767,0.0001119999,0.00001092375,0.00001024454,0.00004245498,0.0003221287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2452246,"threshold_uncertainty_score":0.8812199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03944119433868703,"score_gpt":0.3023440017922801,"score_spread":0.2629028074535931,"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."}}