{"id":"W2738724631","doi":"10.1016/j.eururo.2017.07.014","title":"Benefits and Harms of Treatment of Asymptomatic Bacteriuria: A Systematic Review and Meta-analysis by the European Association of Urology Urological Infection Guidelines Panel","year":2017,"lang":"en","type":"review","venue":"European Urology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; McMaster University Medical Centre","funders":"","keywords":"Medicine; Bacteriuria; Urinary system; Antibiotics; Antibiotic prophylaxis; Cochrane Library; Asymptomatic; Intensive care medicine; Watchful waiting; MEDLINE; Adverse effect; Surgery; Internal medicine; Randomized controlled trial","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"],"consensus_categories":[],"category_scores_codex":[0.003764705,0.0005101311,0.007171049,0.000408324,0.00008663201,0.00001592548,0.0002381869,0.0001586068,0.00007810668],"category_scores_gemma":[0.001550793,0.0002777195,0.001428603,0.0003035108,0.0002130157,0.00005039144,0.0002088952,0.0002236858,0.00001931747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006694083,"about_ca_system_score_gemma":0.00003365212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004076252,"about_ca_topic_score_gemma":0.000006412196,"domain_scores_codex":[0.990581,0.006041936,0.002420744,0.0005140545,0.0002117138,0.0002305462],"domain_scores_gemma":[0.9928804,0.0008312367,0.004748443,0.001152035,0.0003114206,0.00007643327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003664759,0.001841555,0.0007490777,0.5727325,0.3816472,0.00004901075,0.0001370826,0.00002681362,0.000003710291,0.0001156868,0.0007002687,0.04196045],"study_design_scores_gemma":[0.0003721036,0.00377741,0.001779958,0.001504789,0.9001411,0.0003100313,0.000001549189,0.000009545516,2.533485e-7,0.000003351416,0.09193742,0.000162481],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00027468,0.9945974,0.00004837039,0.0008408887,0.00005891045,0.002534129,0.0001245286,0.00003133672,0.001489806],"genre_scores_gemma":[0.005189996,0.9935414,0.0000436611,0.0002889851,0.00004356644,0.0001090786,0.0001268313,0.0000542739,0.0006022374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5712277,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2086891757460168,"score_gpt":0.3709108848119224,"score_spread":0.1622217090659056,"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."}}