{"id":"W2052863176","doi":"10.1016/j.cger.2009.04.005","title":"Urinary Tract Infections in the Elderly","year":2009,"lang":"en","type":"review","venue":"Clinics in Geriatric Medicine","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"","keywords":"Medicine; Urinary system; Bacteriuria; Antimicrobial; Urine; Asymptomatic; Asymptomatic bacteriuria; Intensive care medicine; Internal medicine; Surgery; Microbiology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003937501,0.0006720134,0.002907502,0.002448743,0.0001030732,0.00002182816,0.0005222702,0.0006498297,0.0003818537],"category_scores_gemma":[0.00149095,0.0004252676,0.000576763,0.004142952,0.0001622971,0.0001022767,0.00007924895,0.002998515,0.0002048555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000492678,"about_ca_system_score_gemma":0.0005308004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007324807,"about_ca_topic_score_gemma":0.00001730094,"domain_scores_codex":[0.9947405,0.0007315071,0.002576765,0.0007684727,0.0006112187,0.0005715375],"domain_scores_gemma":[0.9950156,0.002530145,0.000737678,0.001491353,0.00007041906,0.0001548472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002080541,0.0133573,0.000444118,0.005264158,0.0000884227,0.002009065,0.0001707745,0.000003213226,5.140967e-9,0.0003242424,0.005664478,0.9726534],"study_design_scores_gemma":[0.001853513,0.01707342,0.001765945,0.01013685,0.002068844,0.003340464,0.0001057704,0.000006848374,1.810291e-9,0.0003397226,0.9629891,0.0003195524],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002477938,0.9611037,0.00003364424,0.001553559,0.001475493,0.003271982,0.000005166005,0.00009869082,0.03221001],"genre_scores_gemma":[0.0004031824,0.9947487,0.0001213946,0.0005970953,0.002054363,0.0004276444,0.0001819489,0.00006927612,0.001396466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9723338,"threshold_uncertainty_score":0.9998199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09035558241045694,"score_gpt":0.426238086938681,"score_spread":0.3358825045282241,"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."}}