{"id":"W1922129424","doi":"10.1155/2007/253947","title":"Methicillin‐Resistant <i>Staphylococcus aureus</i>: A Public Health Issue with Economic Consequences","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vertex Pharmaceuticals (Canada)","funders":"Wyeth Pharmaceuticals","keywords":"Staphylococcus aureus; Public health; Microbiology; Medicine; Biology; Bacteria; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005119731,0.0002576483,0.0007939929,0.0004265559,0.000254113,0.00005991723,0.0001685751,0.0002362409,0.0006720573],"category_scores_gemma":[0.0003551209,0.0001877813,0.0001679073,0.0001757902,0.001929555,0.00008181814,0.00001661757,0.0004979062,0.00001336038],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005389933,"about_ca_system_score_gemma":0.01426349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02015573,"about_ca_topic_score_gemma":0.1008293,"domain_scores_codex":[0.9979573,0.0001837389,0.0007246523,0.0002910713,0.0001225034,0.0007207685],"domain_scores_gemma":[0.9966216,0.0001914254,0.0004525168,0.0001821636,0.0002774894,0.002274786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001158738,0.0006531988,0.7246342,0.000944984,0.001410973,0.008224473,0.0005590222,0.00006111145,0.0572402,0.01096376,0.1777192,0.01643009],"study_design_scores_gemma":[0.007224002,0.004811996,0.06734694,0.001157178,0.000394153,0.005891519,0.0005919669,0.00001026587,0.0007551083,0.00116319,0.9099091,0.0007446125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589476,0.01336041,0.0004104283,0.02541612,0.0005006738,0.0003348282,0.0003213547,0.00002602591,0.0006825541],"genre_scores_gemma":[0.9923676,0.0006467496,0.0001616596,0.006105064,0.0005578547,0.000005607576,0.00003790294,0.00002642559,0.00009116167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7321898,"threshold_uncertainty_score":0.9913247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009742232894521778,"score_gpt":0.2500873695159114,"score_spread":0.2403451366213896,"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."}}