{"id":"W4281478332","doi":"10.4140/tcp.n.2022.232","title":"Urinary Tract Infections in Long-term Care: Evaluation of Uropathogens, Antibiotic Susceptibility, and Empiric Treatment","year":2022,"lang":"en","type":"article","venue":"The Senior Care Pharmacist","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nitrofurantoin; Amoxicillin; Ciprofloxacin; Medicine; Antibiotics; Empiric therapy; Sulfamethoxazole; Trimethoprim; Population; Clavulanic acid; Urinary system; Internal medicine; Microbiology; Intensive care medicine; 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":[0.001089146,0.0002769938,0.0002827702,0.001086427,0.0003284678,0.0004139825,0.0003434992,0.0003238255,0.0006797807],"category_scores_gemma":[0.006849676,0.0001290085,0.0001748212,0.0007425199,0.0002277191,0.0006222323,0.0003702405,0.0002563249,0.0001458585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004031,"about_ca_system_score_gemma":0.0009282058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003914059,"about_ca_topic_score_gemma":0.007976218,"domain_scores_codex":[0.9990779,0.0003500184,0.0001599786,0.00005568134,0.0002852966,0.00007119497],"domain_scores_gemma":[0.9970004,0.0005675638,0.001277352,0.00005102874,0.0008287755,0.0002749487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000305619,0.00004149403,0.9951227,0.00002127879,0.00000671423,0.0002489604,0.00003398304,0.00006707968,0.0001060998,0.000008398369,0.000127687,0.004185048],"study_design_scores_gemma":[0.000004598608,0.0001619245,0.9972115,0.00004600628,0.00001372333,0.001377912,0.0001889042,0.0006510999,0.0001027879,0.00001468991,0.0002237913,0.000002995244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942904,0.002198525,0.000987323,0.0003570095,0.00002009018,0.0001048197,0.0002226277,0.00002628551,0.001792943],"genre_scores_gemma":[0.9967588,0.000761987,0.001855859,0.0000935371,0.00004342767,0.00004258205,0.0002630581,0.00000305637,0.0001777562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003914059,"threshold_uncertainty_score":0.007782578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05005841830333688,"score_gpt":0.3715070749130626,"score_spread":0.3214486566097258,"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."}}