{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003135915,0.0002681472,0.0008899721,0.0001633517,0.0001960698,0.000006408221,0.00007881309,0.00005318556,0.0003285822],"category_scores_gemma":[0.0000808915,0.000220041,0.0003120791,0.000470053,0.0003330043,0.00009686512,0.00003825277,0.0001690175,0.000003199299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426128,"about_ca_system_score_gemma":0.0001254037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001803751,"about_ca_topic_score_gemma":0.00004124291,"domain_scores_codex":[0.9983043,0.0002509558,0.0005610601,0.0003819026,0.0002867788,0.0002149951],"domain_scores_gemma":[0.9987093,0.000152868,0.0004404514,0.0004328156,0.000193979,0.00007063747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002882472,0.008792664,0.1548016,0.003409704,0.001647353,0.00006495458,0.002975064,0.00004334654,0.6890029,0.003071967,0.0400856,0.09322231],"study_design_scores_gemma":[0.008532832,0.007698159,0.2526549,0.01347386,0.0002979415,0.00004175377,0.0001872099,0.00001234521,0.4595779,0.0002263911,0.2564035,0.0008932275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587451,0.03442901,0.0001744394,0.001088579,0.0002593597,0.001839838,0.00007183387,0.00004365161,0.003348204],"genre_scores_gemma":[0.8241283,0.1747643,0.0001630771,0.0004749062,0.00009493918,0.0001304525,0.00002731593,0.00003129338,0.0001854762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.229425,"threshold_uncertainty_score":0.8973013,"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."}}