{"id":"W4389032047","doi":"10.1093/ofid/ofad500.805","title":"744. Changing Molecular Epidemiology of Staphylococcus aureus Bacteremia in a Metropolitan Area in Canada","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Clindamycin; Cloxacillin; Medicine; Incidence (geometry); Ciprofloxacin; Erythromycin; Bacteremia; Staphylococcus aureus; Antibiotics; Antibiotic resistance; Internal medicine; Population; Epidemiology; Microbiology; Staphylococcal infections; Penicillin; Bacteria; Biology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004853376,0.0002680281,0.0002432892,0.002845261,0.001675023,0.001379373,0.001040291,0.000429786,0.001680112],"category_scores_gemma":[0.001711926,0.0002342608,0.0004070412,0.00505877,0.0006049922,0.0003016304,0.0007616056,0.0003615287,0.0001341487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02425236,"about_ca_system_score_gemma":0.02683053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924802,"about_ca_topic_score_gemma":0.9946645,"domain_scores_codex":[0.9990722,0.00007849692,0.00005090357,0.0001682068,0.0003368281,0.0002933514],"domain_scores_gemma":[0.9977905,0.00009544162,0.0005017236,0.00004963417,0.001018115,0.0005446703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003466352,0.00001504824,0.9945794,0.00001956438,0.0000244333,0.0001027641,0.000245597,0.00014606,0.0004961498,0.0000695411,0.0004972695,0.00376954],"study_design_scores_gemma":[0.000001511035,0.000008924719,0.9984909,0.00001437609,0.000007556388,0.00005996858,0.0005301723,0.0002863722,0.00004291859,0.00001236692,0.0005407399,0.000004115439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933341,0.001117802,0.0001952231,0.0005756077,0.00001435548,0.00004490789,0.002545342,0.00002008992,0.002152559],"genre_scores_gemma":[0.9980556,0.0004154242,0.0002443883,0.0001166316,0.000007840685,0.000009631796,0.0007040691,0.0000037673,0.0004425547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02425236,"threshold_uncertainty_score":0.175964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048512090356529,"score_gpt":0.3018031641407026,"score_spread":0.2813180432371373,"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."}}