{"id":"W2159752036","doi":"10.1111/liv.12435","title":"Asymptomatic bacteriuria is an independent predictor of urinary tract infections in an ambulatory cirrhotic population: a prospective evaluation","year":2013,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Urinary system; Medicine; Ambulatory; Asymptomatic bacteriuria; Asymptomatic; Internal medicine; Population; Bacteriuria; Prospective cohort study; Gastroenterology; Environmental health","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":[],"category_scores_codex":[0.0001603353,0.0001198213,0.0001539747,0.0003009218,0.00003366422,0.00003182774,0.00008727486,0.0000799775,0.003830719],"category_scores_gemma":[0.00001291005,0.0001188142,0.00006191152,0.0001220759,0.00002879787,0.001187838,0.00001289423,0.0001216809,0.00005321313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413009,"about_ca_system_score_gemma":0.0001098035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005719392,"about_ca_topic_score_gemma":0.00005358235,"domain_scores_codex":[0.9985883,0.00009346755,0.0003435867,0.0002590377,0.0006047375,0.0001108572],"domain_scores_gemma":[0.9991755,0.00003119877,0.0001274102,0.0001800614,0.0003763572,0.0001094024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114841,0.002475541,0.9926275,0.00006894946,0.0001587466,0.00001365586,0.002813087,0.00009795177,0.0008111247,0.0002283424,0.00001042374,0.0005798446],"study_design_scores_gemma":[0.002083553,0.0007094115,0.9603978,0.0001430042,0.0002459284,0.00008563654,0.0001541692,0.03497886,0.00026746,0.0008321695,0.000001655215,0.0001003601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978403,0.00003483276,0.00006652086,0.00006659975,0.0002578835,0.0009857345,0.00005251396,0.00004122048,0.0006543979],"genre_scores_gemma":[0.9986665,0.0000145997,0.0001730003,0.00009110777,0.0001574203,0.0001725599,0.0006581313,0.00001459794,0.00005206909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03488091,"threshold_uncertainty_score":0.9970799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237955675902419,"score_gpt":0.2981706428657757,"score_spread":0.2757910861067515,"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."}}