{"id":"W2115439648","doi":"10.1016/s1473-3099(11)70281-x","title":"Staphylococcal decolonisation: an effective strategy for prevention of infection?","year":2011,"lang":"en","type":"review","venue":"The Lancet Infectious Diseases","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Mupirocin; Medicine; Carriage; Antiseptic; Staphylococcus aureus; Intensive care medicine; Infection control; Staphylococcal infections; Decolonization; Methicillin-resistant Staphylococcus aureus; Antimicrobial; Peritoneal dialysis; Internal medicine; Microbiology; Pathology","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":[0.0003434159,0.0005019074,0.002286894,0.0002192279,0.0002216247,0.00004483238,0.000209067,0.0003174045,0.0001124625],"category_scores_gemma":[0.0003416519,0.0003431575,0.001109373,0.0004410228,0.0003100341,0.0001488678,0.00005643174,0.0003725461,0.00002507061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002553485,"about_ca_system_score_gemma":0.0005150365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000920629,"about_ca_topic_score_gemma":0.0001730401,"domain_scores_codex":[0.9977343,0.0004439067,0.0007061099,0.0004993234,0.0001910013,0.0004253403],"domain_scores_gemma":[0.9971935,0.000590342,0.0008384712,0.0008593486,0.0003551577,0.0001631612],"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":[0.000518798,0.001627648,0.004198806,0.03289684,0.001196893,0.000004921802,0.00007184772,0.00001377651,0.000003614085,0.003208991,0.001478415,0.9547794],"study_design_scores_gemma":[0.003564988,0.00462851,0.02562097,0.01185896,0.01249013,0.00008667964,0.00002087709,0.00001415028,0.00003050366,0.006854085,0.9340292,0.0008009549],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004800783,0.9811563,0.001473744,0.00000997923,0.0004540472,0.009020077,0.0006717347,0.00032829,0.002085068],"genre_scores_gemma":[0.02570366,0.9696171,0.0000769691,0.00005329432,0.001312402,0.002464625,0.000489923,0.0001142336,0.0001677519],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9539785,"threshold_uncertainty_score":0.9999021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08401119723829172,"score_gpt":0.3987200492371892,"score_spread":0.3147088519988975,"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."}}