{"id":"W1577296047","doi":"10.1016/s0891-5520(03)00008-4","title":"Asymptomatic bacteriuria","year":2003,"lang":"en","type":"article","venue":"Infectious Disease Clinics of North America","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":235,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Manitoba Health; Health Sciences Centre","funders":"","keywords":"Medicine; Bacteriuria; Asymptomatic; Intensive care medicine; Adverse effect; Urinary system; Genitourinary system; Internal medicine","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":[0.0001343995,0.0002111069,0.0004160216,0.0002414621,0.00008522063,0.00001445934,0.00008131986,0.0000385746,0.0005932163],"category_scores_gemma":[0.0008006577,0.0002087173,0.0003021958,0.000571663,0.000171663,0.000116132,0.00003815388,0.0001911537,0.0003521113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007773003,"about_ca_system_score_gemma":0.0002394055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001881596,"about_ca_topic_score_gemma":0.000009162164,"domain_scores_codex":[0.9984403,0.0001072613,0.0005889038,0.0003092236,0.0002739492,0.000280331],"domain_scores_gemma":[0.998197,0.0001887541,0.0003160513,0.000707629,0.0001761056,0.0004144245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001002713,0.005036684,0.9799069,0.0002310815,0.0002775696,0.00007611454,0.00002752093,0.0001823723,0.000003261614,0.0001477195,0.000673503,0.013337],"study_design_scores_gemma":[0.001208261,0.001890413,0.9044219,0.00005725791,0.0005731115,0.00003377618,0.0000124834,0.0001554324,0.000008341477,0.0003137156,0.09110883,0.0002165398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777831,0.0001302114,0.001088822,0.0001209093,0.0004320707,0.0005692833,0.00002167651,0.0002236093,0.01963027],"genre_scores_gemma":[0.9979268,0.0002101218,0.0005282431,0.0007515334,0.00006542514,0.00006822563,0.00004797639,0.00003862709,0.0003630001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09043533,"threshold_uncertainty_score":0.8511246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251692137521139,"score_gpt":0.2844426022551886,"score_spread":0.2719256808799773,"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."}}