{"id":"W4311203319","doi":"10.1080/14787210.2023.2154654","title":"Escalation of antimicrobial resistance among MRSA part 2: focus on infections and treatment","year":2022,"lang":"en","type":"article","venue":"Expert Review of Anti-infective Therapy","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Linezolid; Ventriculitis; Antimicrobial; Intensive care medicine; Pneumonia; Tigecycline; Daptomycin; Endocarditis; Methicillin-resistant Staphylococcus aureus; Meningitis; Vancomycin; Osteomyelitis; Staphylococcus aureus; Internal medicine; Surgery; Microbiology; Biology","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":[0.001704002,0.0006249939,0.001102095,0.002293166,0.000211336,0.001496607,0.0006166053,0.001223696,0.008373957],"category_scores_gemma":[0.005269226,0.0002127372,0.001426918,0.002152643,0.0003490148,0.0012196,0.000591934,0.0009469908,0.001300682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063355,"about_ca_system_score_gemma":0.002608585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992248,"about_ca_topic_score_gemma":0.003427563,"domain_scores_codex":[0.9985325,0.0005295648,0.0002907077,0.0001842979,0.0003624581,0.0001004659],"domain_scores_gemma":[0.996374,0.001658735,0.0007932077,0.00004925028,0.001002438,0.0001223397],"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":[0.0001528209,0.00006787969,0.001418247,0.1046244,0.000472468,0.000256497,0.0002805236,0.0002977536,0.001451263,0.00276021,0.05658849,0.8316295],"study_design_scores_gemma":[0.0001085495,0.0004684482,0.01191328,0.1578399,0.002293595,0.00322705,0.0005636489,0.0003397476,0.001355672,0.00269562,0.8191302,0.0000644516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005493925,0.9937595,0.000204521,0.002437951,0.000490665,0.00003189118,0.0001211343,0.00001000694,0.00239501],"genre_scores_gemma":[0.006503412,0.9893113,0.0005426789,0.001880764,0.000695233,0.00004805904,0.0001419571,0.000005517855,0.0008710535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008373957,"threshold_uncertainty_score":0.02801365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844958733393832,"score_gpt":0.3102311498671417,"score_spread":0.2917815625332034,"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."}}