{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005701279,0.0001909868,0.0002559148,0.0003058615,0.0002944704,0.00001463482,0.00008468317,0.00002473969,0.0003601446],"category_scores_gemma":[0.00002918105,0.0001564731,0.0001356249,0.0005185487,0.000102991,0.00007650755,0.0001425333,0.000236184,0.000007834657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311737,"about_ca_system_score_gemma":0.000173673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001990767,"about_ca_topic_score_gemma":0.00009978672,"domain_scores_codex":[0.9981018,0.0005490324,0.0003176632,0.0003274821,0.0004998019,0.0002042778],"domain_scores_gemma":[0.9990981,0.00007985395,0.0001173426,0.0004661303,0.0001719204,0.00006667517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000274106,0.009128085,0.933818,0.0003797526,0.0001528697,0.0002744259,0.007453735,0.001376518,0.003922279,0.000006616503,0.00003593475,0.0431777],"study_design_scores_gemma":[0.006803118,0.008817992,0.970351,0.00004883995,0.002361567,0.002311512,0.004761638,0.0007671082,0.002540694,0.000008919298,0.0009821092,0.000245468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919913,0.003834781,0.000005199355,0.0002442393,0.0003235858,0.001949765,0.00007763283,0.00005642911,0.001517093],"genre_scores_gemma":[0.9991546,0.0003001271,0.00001415893,0.00005294041,0.00006723808,0.0001294827,0.0001640119,0.00002667947,0.00009073068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04293223,"threshold_uncertainty_score":0.6380786,"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."}}