{"id":"W4211149540","doi":"10.1093/cid/ciy1121","title":"Clinical Practice Guideline for the Management of Asymptomatic Bacteriuria: 2019 Update by the Infectious Diseases Society of America","year":2018,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":503,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; University of Manitoba","funders":"Infectious Diseases Society of America","keywords":"Medicine; Guideline; Asymptomatic bacteriuria; Intensive care medicine; Asymptomatic; Bacteriuria; Clinical Practice; Family medicine; Internal medicine; Pathology; Urine","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":[0.001737604,0.0003841535,0.0009770753,0.00007245978,0.0004066073,0.00005407197,0.0004207145,0.0001660855,0.000319575],"category_scores_gemma":[0.002112568,0.0002382171,0.001489904,0.0005980608,0.001971778,0.0002547657,0.0004048484,0.0003888281,0.0001054293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000918836,"about_ca_system_score_gemma":0.0001831405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007330779,"about_ca_topic_score_gemma":0.000003898941,"domain_scores_codex":[0.995154,0.0005047112,0.00269853,0.0006434591,0.0005520693,0.0004472155],"domain_scores_gemma":[0.9899309,0.005584615,0.001601648,0.001570356,0.001006463,0.0003059697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008044807,0.02304084,0.1977406,0.0008488661,0.009106378,0.000009297135,0.00004861284,0.00005763559,0.00001179973,0.0005323577,0.6774352,0.09036401],"study_design_scores_gemma":[0.00565138,0.008672061,0.2134031,0.0002522057,0.0125528,0.0000336269,0.000356227,0.002152614,0.0000177144,0.0008166918,0.7557302,0.0003613918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5994743,0.01414528,0.2543707,0.06507119,0.01529455,0.0252764,0.003109514,0.002291912,0.0209662],"genre_scores_gemma":[0.9609964,0.01273129,0.003405763,0.01842699,0.002298151,0.0006729805,0.0003332262,0.0001313277,0.001003831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3615221,"threshold_uncertainty_score":0.9714213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680693664401704,"score_gpt":0.4004484719853372,"score_spread":0.3736415353413202,"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."}}