{"id":"W2007904645","doi":"10.1086/313996","title":"Urinary Tract Infection in Long-Term-Care Facility Residents","year":2000,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Asymptomatic; Bacteriuria; Urinary system; Intensive care medicine; Antimicrobial; Asymptomatic bacteriuria; Long-term care; Urinary incontinence; Internal medicine; Surgery; Nursing","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003035819,0.0003107211,0.0005756535,0.000312518,0.0001691635,0.000058492,0.0001005063,0.0002318999,0.004092547],"category_scores_gemma":[0.0004230334,0.0003089395,0.0005041691,0.0005397643,0.0002169615,0.0003770417,0.00006894716,0.000627974,0.001524674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003690414,"about_ca_system_score_gemma":0.0001381959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002777986,"about_ca_topic_score_gemma":0.0001335457,"domain_scores_codex":[0.9972201,0.0003475659,0.0009662291,0.0007073216,0.0003306849,0.0004281288],"domain_scores_gemma":[0.9983214,0.0002866337,0.0001304698,0.0007347437,0.0001130089,0.000413717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002825534,0.02293241,0.9325053,0.000341638,0.00009749349,0.0007064645,0.0000361118,0.00009902668,0.000001232836,0.000005510126,0.0002958967,0.04269637],"study_design_scores_gemma":[0.003169173,0.004586755,0.9893629,0.0002028221,0.000337783,0.0001251644,0.0000101693,0.00001521093,0.000005071594,0.0001188731,0.001789888,0.0002762232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849653,0.0006547813,0.00003986013,0.0001376654,0.0005227857,0.001041335,0.00003698536,0.0005476808,0.01205366],"genre_scores_gemma":[0.9952762,0.002361979,0.000004899997,0.0004205596,0.000337767,0.000144077,0.0002253578,0.00002982009,0.001199339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05685757,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03726080187690994,"score_gpt":0.3821672474862737,"score_spread":0.3449064456093638,"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."}}