{"id":"W2187633149","doi":"10.1155/2015/823835","title":"Yield of Screening Colonoscopy in Renal Transplant Candidates","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System","funders":"","keywords":"Medicine; Colonoscopy; Transplantation; Asymptomatic; Dialysis; Internal medicine; Kidney transplantation; Kidney disease; Population; Colorectal cancer; Gastroenterology; Surgery; 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":[0.0007620255,0.0002072526,0.0002046183,0.0008095568,0.0002387597,0.0004783841,0.0001894033,0.0003873816,0.001255151],"category_scores_gemma":[0.006036408,0.0001404695,0.0003450185,0.000550741,0.0001655782,0.0003282565,0.0003821072,0.0003516854,0.0001798945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002562582,"about_ca_system_score_gemma":0.0002638233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112964,"about_ca_topic_score_gemma":0.001445202,"domain_scores_codex":[0.9995424,0.0001499815,0.00007067956,0.00005700865,0.0001032086,0.00007687868],"domain_scores_gemma":[0.9963392,0.001243905,0.001693825,0.00008007366,0.000240445,0.0004026067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006094469,0.000008808463,0.9981628,0.00000945359,0.000009816988,0.0001440073,0.00002115832,0.00004097408,0.0001353162,0.000004772811,0.00004567207,0.001356181],"study_design_scores_gemma":[0.000003520982,0.0001422692,0.9972704,0.00001564998,0.00002754238,0.00170211,0.0001211212,0.0003949341,0.0001957807,0.00001759038,0.0001054107,0.000003590455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989832,0.0004331781,0.00006689505,0.00006734286,0.000004028648,0.000003347973,0.0001128609,0.000004174104,0.0003250139],"genre_scores_gemma":[0.9997051,0.0001255219,0.00005475225,0.00001182126,0.000006710552,0.000001764677,0.00007842734,7.086772e-7,0.00001517593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001255151,"threshold_uncertainty_score":0.004198909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309317469322509,"score_gpt":0.27022140388139,"score_spread":0.237128229188165,"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."}}