{"id":"W2321663035","doi":"10.7748/ns2003.07.17.45.47.c3424","title":"MRSA: an infection control overview","year":2003,"lang":"en","type":"review","venue":"Nursing Standard","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Infection control; Medicine; Intensive care 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000321059,0.0004152828,0.001615291,0.0001348763,0.0002902114,0.00003676084,0.0001625787,0.000868065,0.0004884625],"category_scores_gemma":[0.00003089537,0.0003208552,0.0004132624,0.0001986859,0.0002603554,0.00008305378,0.000007469608,0.0005988191,0.0003900002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002969021,"about_ca_system_score_gemma":0.0003330067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001599661,"about_ca_topic_score_gemma":0.00001309609,"domain_scores_codex":[0.9979248,0.000643588,0.0004778761,0.0004717808,0.00005835578,0.0004236171],"domain_scores_gemma":[0.999045,0.0000728501,0.0003052273,0.0004652509,0.00007636523,0.00003526329],"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":[0.00003367977,0.0001000859,0.000004278671,0.00288497,0.00028304,0.000006493215,0.00004612154,2.133992e-7,0.00000987815,0.001680777,0.0100209,0.9849296],"study_design_scores_gemma":[0.0005747165,0.0002216217,0.000005241299,0.02219634,0.001272604,0.00009080941,0.000009303138,6.591316e-8,0.00001248532,0.0001275735,0.9751425,0.0003466865],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005162695,0.9907528,0.00147628,0.00001782885,0.002910098,0.0004833239,0.0002032218,0.0001173711,0.004033948],"genre_scores_gemma":[0.00004843194,0.9966037,0.0000628998,0.00004746448,0.0000908668,0.000008298729,0.0001798512,0.0000570622,0.002901454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9845829,"threshold_uncertainty_score":0.9999244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450163074035449,"score_gpt":0.3634916640826873,"score_spread":0.3189900333423328,"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."}}