{"id":"W4381550606","doi":"10.1016/j.ajic.2023.06.012","title":"Baseline prevalence of antimicrobial resistance in patients who develop a surgical site infection in hip and knee replacements: A brief report","year":2023,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; South Health Campus; Alberta Health; University of Calgary; Alberta Health Services","funders":"Government of Alberta","keywords":"Medicine; Antimicrobial; Mupirocin; Coagulase; Internal medicine; cons; Hip replacement; Antibiotic resistance; Staphylococcus aureus; Staphylococcus; Microbiology; Surgery; Methicillin-resistant Staphylococcus aureus; Arthroplasty; Antibiotics; Biology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005511044,0.0003115019,0.0006400973,0.001551609,0.0007124161,0.001218269,0.0007417105,0.0009783766,0.002110778],"category_scores_gemma":[0.001724888,0.0004781928,0.0004460868,0.002401822,0.0004076691,0.0006185002,0.000401388,0.0008180832,0.0003587633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002815329,"about_ca_system_score_gemma":0.001864883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2752108,"about_ca_topic_score_gemma":0.2703397,"domain_scores_codex":[0.9989778,0.00007256082,0.0001104407,0.0001687809,0.0003793708,0.000291044],"domain_scores_gemma":[0.9982952,0.000209058,0.0004795757,0.00004163379,0.0006003902,0.0003740496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006911741,0.00003082402,0.9968488,0.00002616949,0.000020859,0.0002448918,0.0001496006,0.00001334429,0.0001191757,0.000005013624,0.000292667,0.002179496],"study_design_scores_gemma":[0.000001818015,0.00005763438,0.9989177,0.00001520022,0.00001257984,0.0003839805,0.0003159018,0.0000366256,0.00002722949,0.000003888973,0.0002223997,0.000004955129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924107,0.004366107,0.000128353,0.0002813784,0.00003203312,0.00002170556,0.00144427,0.00002012938,0.00129531],"genre_scores_gemma":[0.9961082,0.001915033,0.0001513683,0.0001446332,0.00005559234,0.00001169969,0.001221081,0.00000563204,0.0003867218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2752108,"threshold_uncertainty_score":0.5472177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00688200530811102,"score_gpt":0.2649860248874147,"score_spread":0.2581040195793037,"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."}}