{"id":"W2052408711","doi":"10.1053/j.ajkd.2008.04.026","title":"Predicting the Risk of Dialysis and Transplant Among Patients With CKD: A Retrospective Cohort Study","year":2008,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Amgen","keywords":"Medicine; Kidney disease; Internal medicine; Dialysis; Nephrology; Renal function; Retrospective cohort study; Renal replacement therapy; Kidney transplantation; Framingham Risk Score; Proportional hazards model; Confidence interval; Transplantation; Cohort; Cohort study; Intensive care medicine; Disease","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":[0.001196485,0.0005862312,0.0007289161,0.0008373416,0.001267057,0.001272611,0.0006394217,0.001064283,0.001218635],"category_scores_gemma":[0.002524716,0.001188358,0.001224711,0.001380081,0.0005588924,0.001373854,0.0006628955,0.001624453,0.0002797276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004659829,"about_ca_system_score_gemma":0.0008201462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019467,"about_ca_topic_score_gemma":0.008886172,"domain_scores_codex":[0.9992466,0.0001661636,0.00009013744,0.0002251594,0.0001266837,0.0001451702],"domain_scores_gemma":[0.9980563,0.000354883,0.0005600756,0.0003774949,0.0002201499,0.0004312797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002138757,0.00007929075,0.9990558,0.000002342446,0.00007598704,0.00007695868,0.00005025177,0.00003013834,0.0001640664,0.00001150326,0.00003638031,0.0002035304],"study_design_scores_gemma":[0.00004060028,0.0003172672,0.9979659,0.000003663356,0.0001207979,0.000622332,0.0003213394,0.0003644966,0.00007391609,0.00003246967,0.0001242902,0.00001284045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995288,0.00006157476,0.00006913661,0.00002140213,0.000005682813,0.000007386692,0.0001864525,0.000001955264,0.0001175949],"genre_scores_gemma":[0.9994323,0.00006941798,0.00009421515,0.00002464431,0.00001082931,0.00000842028,0.0002626379,0.000002056457,0.00009557771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019467,"threshold_uncertainty_score":0.02027065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002983811600667082,"score_gpt":0.202155359738341,"score_spread":0.1991715481376739,"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."}}