{"id":"W4407731398","doi":"10.1016/j.jhin.2025.01.017","title":"Efficacy of Staphylococcus aureus nasal decolonization at hospital admission on reduction of any infections within 90 days – a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; Impact; McMaster University; Population Health Research Institute","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Staphylococcus aureus; Staphylococcal infections; Meta-analysis; Microbiology; Internal medicine; Bacteria","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":[0.00135887,0.000668274,0.008647723,0.001916419,0.0001480068,0.00003415675,0.0001726569,0.0005065382,0.00008623958],"category_scores_gemma":[0.00349369,0.00046392,0.004435434,0.002904648,0.0001721895,0.0002673822,0.00009878091,0.0007754536,0.000004077497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007312156,"about_ca_system_score_gemma":0.0006588337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003365793,"about_ca_topic_score_gemma":0.00001450893,"domain_scores_codex":[0.9941491,0.0006226899,0.003745995,0.0004840743,0.0007453047,0.0002528048],"domain_scores_gemma":[0.9889259,0.0005170746,0.008079064,0.0006653433,0.001593449,0.0002192174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000141556,0.002227099,0.0002355289,0.8833394,0.1113051,0.00002524197,0.0001822024,0.0001426428,0.00005081042,0.00006609508,0.001290868,0.0009934457],"study_design_scores_gemma":[0.0007245383,0.004748128,0.000337449,0.1506775,0.8414762,0.00009628289,0.00002153475,0.00000501425,0.0001684503,0.0000153176,0.001337017,0.0003925367],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006787857,0.9872745,0.0004307075,0.0001319808,0.0007337312,0.004446403,0.00008505178,0.00002994523,0.00007978998],"genre_scores_gemma":[0.02154675,0.9775561,0.0002135146,0.00002687876,0.0001110038,0.00009488513,0.00007292162,0.00005554283,0.0003223761],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7326619,"threshold_uncertainty_score":0.9997813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700158647726662,"score_gpt":0.3429890272127525,"score_spread":0.3159874407354859,"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."}}