{"id":"W4256440621","doi":"10.1097/qco.0000000000000019","title":"Asymptomatic bacteriuria","year":2013,"lang":"en","type":"article","venue":"Current Opinion in Infectious Diseases","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health; Health Sciences Centre","funders":"","keywords":"Medicine; Bacteriuria; Asymptomatic; Intensive care medicine; Antimicrobial stewardship; Asymptomatic bacteriuria; Antimicrobial; Internal medicine; Surgery; Urinary system; Antibiotics; Antibiotic resistance; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005688803,0.0001955505,0.0002478529,0.0004286107,0.0000734716,0.00006708191,0.00006920248,0.00004334965,0.002535636],"category_scores_gemma":[0.0001258374,0.0001833972,0.0001268814,0.0004217578,0.00005641957,0.0003192786,0.00006840631,0.0001805489,0.001905236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191152,"about_ca_system_score_gemma":0.00006476171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005206794,"about_ca_topic_score_gemma":0.000001233433,"domain_scores_codex":[0.9987985,0.00006156675,0.0003519692,0.0002844422,0.0002122751,0.0002912381],"domain_scores_gemma":[0.9991809,0.00007194831,0.00008803581,0.0003659978,0.00008429639,0.0002088228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000154672,0.005853832,0.9610787,0.0009811257,0.00005675077,0.000002136681,0.00005299693,0.00003290376,0.00003259032,0.0006801502,0.01443666,0.01677668],"study_design_scores_gemma":[0.001409068,0.0005112936,0.9702744,0.0004906195,0.00005180909,0.00003945293,0.00002536268,0.0003062623,0.000007408657,0.001156301,0.02553054,0.0001974448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816315,0.001453318,0.000283048,0.0003864855,0.006678078,0.001615817,0.000009768142,0.000537086,0.007404883],"genre_scores_gemma":[0.9979882,0.0005288936,0.00002500101,0.00005587164,0.0004576104,0.0007067503,0.0000979796,0.00002696268,0.0001127667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01657923,"threshold_uncertainty_score":0.9988719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477131248824635,"score_gpt":0.3183237414719876,"score_spread":0.2935524289837412,"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."}}