{"id":"W4297184284","doi":"10.1186/s13756-022-01158-z","title":"Success and failures in MRSA infection control during the COVID-19 pandemic","year":2022,"lang":"en","type":"letter","venue":"Antimicrobial Resistance and Infection Control","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Medicine; Infection control; Staffing; Coronavirus disease 2019 (COVID-19); Methicillin-resistant Staphylococcus aureus; Health care; Quarter (Canadian coin); Emergency medicine; Intensive care medicine; Staphylococcus aureus; Internal medicine; Infectious disease (medical specialty); Nursing; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004835976,0.0003290868,0.0003969746,0.0005121146,0.004933404,0.002727049,0.0008846712,0.02012521,0.002779767],"category_scores_gemma":[0.02868049,0.0004206073,0.0004122061,0.0005733698,0.002670714,0.002283256,0.001211685,0.0102314,0.001409406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004555513,"about_ca_system_score_gemma":0.005731358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427787,"about_ca_topic_score_gemma":0.0224146,"domain_scores_codex":[0.9954854,0.00225035,0.0003660286,0.0003682358,0.0008103204,0.0007197371],"domain_scores_gemma":[0.989374,0.004890379,0.0009801856,0.0003331217,0.001720489,0.002701771],"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":[0.0002096256,0.0003047372,0.04281672,0.0002440099,0.00004246642,0.02762518,0.006160518,0.0003881399,0.001008038,0.007105328,0.8532162,0.06087906],"study_design_scores_gemma":[0.0001693484,0.001055549,0.06749935,0.002014809,0.0000639154,0.04845301,0.02403357,0.00294025,0.001153531,0.01285828,0.8395443,0.0002141342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01299339,0.002026219,0.0000604518,0.972919,0.002470597,0.00001263687,0.00001243513,0.00001626194,0.009488991],"genre_scores_gemma":[0.1715497,0.004680743,0.0003319516,0.7965882,0.01983578,0.00004705175,0.000025915,0.00003346635,0.006907126],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02012521,"threshold_uncertainty_score":0.03305268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333853018019967,"score_gpt":0.2708365264815797,"score_spread":0.2574979963013801,"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."}}