{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000764075,0.0003250489,0.0005608872,0.0004292068,0.0004268395,0.000574644,0.0002360998,0.000792643,0.001408146],"category_scores_gemma":[0.004147075,0.0003802485,0.0006086639,0.0005542767,0.0003362563,0.000509449,0.0003234901,0.0006040259,0.0002224276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780031,"about_ca_system_score_gemma":0.0002805532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005379292,"about_ca_topic_score_gemma":0.0005325797,"domain_scores_codex":[0.9993321,0.0002525617,0.00007564468,0.0001314281,0.0001181363,0.00009007519],"domain_scores_gemma":[0.9965441,0.001180852,0.00144767,0.000152871,0.0001331654,0.0005413258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002345509,0.0002890139,0.995405,0.0000187057,0.00009316923,0.0001079522,0.00003390391,0.00003794451,0.0003009146,0.000008480141,0.00002912122,0.001330438],"study_design_scores_gemma":[0.0002520264,0.003445622,0.9947494,0.00001702174,0.000109426,0.0006783881,0.000118969,0.0003770863,0.00009479027,0.00001994424,0.0001297223,0.000007697289],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996405,0.0001808196,0.00003481291,0.00001426188,0.000003355496,0.000007980714,0.00004406892,6.887969e-7,0.00007355359],"genre_scores_gemma":[0.999742,0.0000764357,0.00004687434,0.00002391966,0.00001038327,0.000008554861,0.00006985175,4.848762e-7,0.0000216003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001408146,"threshold_uncertainty_score":0.004710734,"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."}}