{"id":"W795564356","doi":"10.1007/s11884-015-0304-9","title":"Urinary Tract Infections in the Elderly","year":2015,"lang":"en","type":"article","venue":"Current Bladder Dysfunction Reports","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Urinary system; Medicine; Urine; Dipstick; Intensive care medicine; Antibiotics; Nitrofurantoin; Internal medicine; Antibiotic resistance; Microbiology; 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":[0.0008676427,0.0002054433,0.0002122454,0.0004061301,0.0001274329,0.00005642365,0.00006013585,0.00007621479,0.0002438656],"category_scores_gemma":[0.0002215267,0.0001541576,0.0001407409,0.0007558579,0.00005965119,0.0003088362,0.00003974398,0.000539355,0.0001501603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144446,"about_ca_system_score_gemma":0.0001931208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006601252,"about_ca_topic_score_gemma":0.00001356374,"domain_scores_codex":[0.9981266,0.0001153084,0.0005603285,0.0003895946,0.0005255226,0.000282661],"domain_scores_gemma":[0.9987036,0.00005930999,0.0002044742,0.0007085747,0.0001646669,0.0001593815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001548739,0.06592666,0.6985392,0.0001367091,0.0001996173,0.004914658,0.001287115,0.0008839695,0.0000255643,0.0006274313,0.1660823,0.06122194],"study_design_scores_gemma":[0.001199914,0.006631659,0.1886839,0.00007339235,0.0002516558,0.02037598,0.0007029786,0.0001186835,0.00001160204,0.00064074,0.7810858,0.0002237649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375592,0.0009189238,0.001749755,0.002383974,0.005035828,0.001239824,0.000001296779,0.0002997069,0.05081151],"genre_scores_gemma":[0.9977913,0.00007159905,0.00004540098,0.0001543371,0.0004501987,0.0002683976,0.00006363356,0.00002296162,0.00113216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6150035,"threshold_uncertainty_score":0.6286363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05627278165927242,"score_gpt":0.3173998060068043,"score_spread":0.2611270243475319,"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."}}