{"id":"W1970805934","doi":"10.2147/ijnrd.s58074","title":"An epidemiologic model to project the impact of changes in glomerular filtration rate on quality of life and survival among persons with chronic kidney disease","year":2014,"lang":"en","type":"article","venue":"International Journal of Nephrology and Renovascular Disease","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Mitsubishi Tanabe Pharma Corporation","keywords":"Medicine; Renal function; Kidney disease; Quality of life (healthcare); Intensive care medicine; Disease; Gerontology; Internal medicine; Nursing","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":[0.002639696,0.001114246,0.001029252,0.001347063,0.0005372395,0.001172789,0.001449612,0.001890777,0.006416884],"category_scores_gemma":[0.006853621,0.0007301706,0.001557585,0.001050611,0.00058782,0.0008984024,0.001033942,0.001667786,0.00058605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790611,"about_ca_system_score_gemma":0.00207906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03357161,"about_ca_topic_score_gemma":0.01610976,"domain_scores_codex":[0.9990084,0.0006552596,0.00003312023,0.0001394476,0.00005451836,0.0001093091],"domain_scores_gemma":[0.9960906,0.003014671,0.0003382497,0.0001082697,0.000273838,0.0001743239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003450013,0.0002310175,0.0173107,0.00004834692,0.0002926532,0.0001567842,0.00004583537,0.9679836,0.0001604159,0.008997662,0.001094518,0.003333437],"study_design_scores_gemma":[0.0001180394,0.0001180033,0.001490662,0.0000132606,0.00008708049,0.00005116304,0.00002461884,0.9945191,0.00003500738,0.002969417,0.0005629784,0.00001081169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6798841,0.001057834,0.2835131,0.006080699,0.0003031316,0.0007498931,0.01579382,0.0007159841,0.0119015],"genre_scores_gemma":[0.9553566,0.000695516,0.02984057,0.000402254,0.00009517498,0.001005469,0.004280381,0.00003841055,0.00828555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03357161,"threshold_uncertainty_score":0.06675237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097842252313938,"score_gpt":0.3391975723094863,"score_spread":0.3082191497863469,"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."}}