{"id":"W2793303202","doi":"10.1016/j.jhin.2018.02.006","title":"Resistance patterns of Enterobacteriaceae in urines are similar in symptomatic and asymptomatic patients","year":2018,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Moncton Hospital; Dalhousie University; Hamilton Health Sciences; McMaster University","funders":"Sociedad Española de Enfermedades Infecciosas y Microbiología Clínica","keywords":"Medicine; Asymptomatic bacteriuria; Urinary system; Asymptomatic; Enterobacteriaceae; Bacteriuria; Urine; Antibiotic resistance; Empiric therapy; Internal medicine; Antimicrobial; Microbiology; Intensive care medicine; Antibiotics; Pathology; Escherichia coli; Biology","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":[0.0002500856,0.0001122949,0.0003159383,0.0004714693,0.00002361735,0.00001757331,0.00003589546,0.0000498541,0.00003018954],"category_scores_gemma":[0.0001484031,0.00009870306,0.00006068474,0.0002290415,0.00003932411,0.0003486231,0.00003092523,0.0001435383,0.000002450261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747629,"about_ca_system_score_gemma":0.00001460769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005708016,"about_ca_topic_score_gemma":0.0002665991,"domain_scores_codex":[0.9988937,0.00005589569,0.0006331406,0.0001008224,0.0001931938,0.0001232486],"domain_scores_gemma":[0.9990228,0.00003500462,0.0005682585,0.0001207418,0.0002051106,0.00004811957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001029654,0.002379939,0.9963034,0.0003780741,0.00004777954,0.00002302613,0.0003177305,0.00000664451,0.00005579395,0.000006498082,0.00008926391,0.000288822],"study_design_scores_gemma":[0.002065539,0.005065142,0.9903847,0.001709036,0.00005262828,0.00002475407,0.00007310813,0.00003963002,0.0003026713,0.000113344,0.00009505032,0.00007439861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998629,0.00003689475,0.00008776035,0.0001845237,0.0005179812,0.0002717036,0.000001826986,0.000009116618,0.0002611985],"genre_scores_gemma":[0.9995596,0.000113764,0.0001365055,0.00003052499,0.00009296476,0.000005596894,0.000001570278,0.00001167946,0.00004778978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005918765,"threshold_uncertainty_score":0.4024994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005960217729762371,"score_gpt":0.2423544533854733,"score_spread":0.236394235655711,"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."}}