{"id":"W2725066856","doi":"10.5301/ijao.5000612","title":"Colonoscopy in Automated Peritoneal Dialysis Patients: Value of Prophylactic Antibiotics: A Prospective Study on a Single Antibiotic","year":2017,"lang":"en","type":"article","venue":"The International Journal of Artificial Organs","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Peritoneal dialysis; Medicine; Colonoscopy; Antibiotics; Internal medicine; Intensive care medicine; Prospective cohort study; Prophylactic antibiotic; Dialysis; Antibiotic prophylaxis; Microbiology; Colorectal cancer","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":[0.0004791607,0.0001229664,0.0003752829,0.0002994562,0.0001024436,0.0001270726,0.0004625159,0.00003220508,0.00003170702],"category_scores_gemma":[0.0007033089,0.00007649101,0.000167218,0.0001336989,0.0001403167,0.000126898,0.00009999501,0.0001684842,0.00001412295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140591,"about_ca_system_score_gemma":0.0001213888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188843,"about_ca_topic_score_gemma":0.00007280956,"domain_scores_codex":[0.998149,0.00009276505,0.0006305432,0.0001469542,0.0008542475,0.0001264878],"domain_scores_gemma":[0.9981664,0.00006176428,0.0008088431,0.0002795006,0.000622256,0.00006124377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008878191,0.02737372,0.8973299,0.00005792335,0.002507019,0.0005949533,0.006408694,0.0007860299,0.05153251,0.000762008,0.0001629257,0.003606158],"study_design_scores_gemma":[0.002019939,0.003576843,0.9555551,0.0002394681,0.0005147286,0.000005788405,0.001172261,0.001120425,0.03556733,0.0001277628,0.00001426206,0.00008610053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967461,0.000008943438,0.00002024045,0.00156536,0.0006002327,0.0004841799,0.000009489693,0.00001079158,0.0005546572],"genre_scores_gemma":[0.9995354,0.000004575463,0.00008332254,0.00008465637,0.0002456236,5.183018e-7,0.000002691886,0.00001445619,0.00002872652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05822523,"threshold_uncertainty_score":0.3119213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768980579932583,"score_gpt":0.3100232423171943,"score_spread":0.2923334365178685,"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."}}