{"id":"W7000152211","doi":"","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":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renal function; Kidney disease; Hazard ratio; Cohort; Cohort study; Population; Proportional hazards model","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003975331,0.0009528539,0.001040177,0.001411895,0.000683001,0.001140955,0.001572157,0.00149831,0.005342917],"category_scores_gemma":[0.007423909,0.0008361485,0.001676084,0.0009282677,0.0006690131,0.0008236235,0.001509693,0.002027025,0.0005012703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782573,"about_ca_system_score_gemma":0.002464408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04964804,"about_ca_topic_score_gemma":0.02446909,"domain_scores_codex":[0.9990415,0.0005925351,0.00003497425,0.0001258842,0.00004984982,0.0001550856],"domain_scores_gemma":[0.9943572,0.00451564,0.000362787,0.00017145,0.0003047527,0.0002880878],"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":[0.0006972717,0.0003233149,0.03451238,0.00004246912,0.0003306708,0.0001620597,0.00008635077,0.9487668,0.0001513771,0.009430389,0.001652837,0.003843995],"study_design_scores_gemma":[0.0001013376,0.00009267292,0.001738381,0.000009739079,0.00005868747,0.0000262705,0.00002843912,0.9954841,0.00002461036,0.002155598,0.0002693742,0.00001074192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8305534,0.0005791363,0.1491708,0.00414859,0.0001993228,0.0004994179,0.00861758,0.0004894317,0.005742287],"genre_scores_gemma":[0.9742404,0.0003784302,0.01567547,0.0002394016,0.00008639409,0.0006737866,0.003560679,0.00003056288,0.005114799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04964804,"threshold_uncertainty_score":0.09871811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2561347115429906,"score_gpt":0.5456710717660215,"score_spread":0.2895363602230309,"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."}}