{"id":"W3198540026","doi":"10.1053/j.ajkd.2021.07.011","title":"Factors Associated With Advanced Colorectal Neoplasia in Patients With CKD","year":2021,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Colorectal cancer; Internal medicine; Dialysis; Kidney disease; Colonoscopy; Population; Cohort; Logistic regression; Kidney transplantation; Cohort study; Oncology; Transplantation; 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":[0.0002991608,0.0002598988,0.0005276137,0.001000386,0.0005866382,0.0008562608,0.0003101817,0.0006529332,0.002711627],"category_scores_gemma":[0.002565569,0.0002437557,0.0008645567,0.001550228,0.0002836099,0.000628538,0.0004809524,0.00125713,0.0001884757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039307,"about_ca_system_score_gemma":0.0006331218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008367897,"about_ca_topic_score_gemma":0.008621175,"domain_scores_codex":[0.9996172,0.00006704701,0.00006822272,0.00006381553,0.00009066608,0.00009293228],"domain_scores_gemma":[0.9986457,0.0002888084,0.0005769848,0.00005633137,0.0001236553,0.0003084896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000090499,0.00003682484,0.9989767,0.000009652682,0.00004735042,0.00008008567,0.00002312325,0.00002168861,0.00008583257,0.00001631531,0.0000606052,0.0005513519],"study_design_scores_gemma":[0.000005387452,0.00004381307,0.9992406,0.000005596718,0.00004636448,0.0002475711,0.0001099835,0.0001274934,0.00001612918,0.00002754337,0.0001261059,0.000003404272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969951,0.0008773112,0.00008798399,0.0001963487,0.00003028427,0.000008640635,0.0004092719,0.000006480641,0.001388504],"genre_scores_gemma":[0.9992039,0.0001979992,0.0000705771,0.00005434976,0.00003902983,0.000004008694,0.0002141878,0.000001707985,0.0002142135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008367897,"threshold_uncertainty_score":0.0166384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007126224940494622,"score_gpt":0.2310900257496267,"score_spread":0.2239638008091321,"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."}}