{"id":"W2090857080","doi":"10.2106/jbjs.j.00788","title":"Commentary on Articles by David H. Kim, MD, et al.: “Institutional Prescreening for Detection and Eradication of Methicillin-Resistant Staphylococcus aureus in Patients Undergoing Elective Orthopaedic Surgery” and by Ran Schwarzkopf, MD, MS, et al.: “Prevalence of Staphylococcus aureus Colonization in Orthopaedic Surgeons and Their Patients. A Prospective Cohort Controlled Study”","year":2010,"lang":"en","type":"letter","venue":"Journal of Bone and Joint Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Mupirocin; Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Health care; Surgery; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006370143,0.002249628,0.002489119,0.002025795,0.002923637,0.003984862,0.005614124,0.03776953,0.01426057],"category_scores_gemma":[0.04506155,0.001187381,0.002600657,0.001624262,0.002773735,0.004376818,0.001830792,0.03687401,0.01455392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005514248,"about_ca_system_score_gemma":0.005625446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166371,"about_ca_topic_score_gemma":0.01404928,"domain_scores_codex":[0.9946697,0.001125764,0.0007162918,0.0008772701,0.00217917,0.0004317713],"domain_scores_gemma":[0.9722186,0.01345053,0.001565191,0.0006083047,0.009524398,0.002632961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002832504,0.000007371173,0.00005962181,0.00007299724,0.000009084813,0.00006151787,0.00001731914,0.00001034054,0.00002186101,0.0001392315,0.9981558,0.001416526],"study_design_scores_gemma":[0.000237097,0.0000722331,0.001271344,0.001035008,0.00008517886,0.0003860958,0.0002205672,0.0002001599,0.0003380369,0.001528698,0.9945341,0.00009148821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001293607,0.002311093,0.00007767134,0.7551809,0.2407566,0.00004300732,0.0003136632,0.00005928867,0.001128413],"genre_scores_gemma":[0.00120137,0.002324841,0.0001139993,0.773468,0.2179504,0.00007799052,0.000129976,0.00004414616,0.004689298],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03776953,"threshold_uncertainty_score":0.04770631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274129812707725,"score_gpt":0.2500912752621956,"score_spread":0.2373499771351184,"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."}}