{"id":"W4402459288","doi":"10.14440/bladder.2024.0016","title":"Oral antimicrobial options for vancomycin-resistant Enterococcus isolates in urine culture","year":2024,"lang":"en","type":"article","venue":"Bladder","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nitrofurantoin; Linezolid; Ampicillin; Vancomycin; Microbiology; Enterococcus faecalis; Enterococcus; Enterococcus faecium; Ciprofloxacin; Fosfomycin; Medicine; Tetracycline; Antimicrobial; Antibiotics; Biology; Staphylococcus aureus; Bacteria","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":[0.0007124008,0.0003364968,0.0003633224,0.001232056,0.00066427,0.001424378,0.0005117899,0.0003594449,0.002120238],"category_scores_gemma":[0.003058059,0.0001762168,0.0002177532,0.001327757,0.0004036976,0.0003423545,0.0005303467,0.0003024577,0.0003199647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301714,"about_ca_system_score_gemma":0.002624226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03524077,"about_ca_topic_score_gemma":0.1165832,"domain_scores_codex":[0.998822,0.0001850153,0.0001384905,0.00007139374,0.0005721244,0.0002109352],"domain_scores_gemma":[0.9982302,0.0003119205,0.0006376282,0.00004755678,0.0006099356,0.0001628178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005304661,0.0002102161,0.8440289,0.0007464197,0.00006285139,0.01302892,0.0007501679,0.0001582235,0.01039652,0.0001418704,0.001587201,0.1283583],"study_design_scores_gemma":[0.00003820481,0.000989478,0.8850694,0.001914072,0.0002650935,0.05772759,0.009367931,0.001038449,0.02276351,0.0002495071,0.02051708,0.00005981241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765414,0.01391657,0.00101178,0.0005452814,0.00004749262,0.00009326436,0.0002617168,0.00004684692,0.007535626],"genre_scores_gemma":[0.9918662,0.004412013,0.001461261,0.0003299822,0.00002301136,0.00001668002,0.0002480652,0.00001283227,0.001629989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03524077,"threshold_uncertainty_score":0.07007128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766692568821304,"score_gpt":0.3029285820450451,"score_spread":0.285261656356832,"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."}}