{"id":"W2974750522","doi":"10.1681/asn.2019060640","title":"Influence of Mortality on Estimating the Risk of Kidney Failure in People with Stage 4 CKD","year":2019,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; University of Calgary","funders":"Canada Foundation for Innovation; Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; University of Calgary","keywords":"Medicine; Albuminuria; Kidney disease; Diabetes mellitus; Censoring (clinical trials); Population; Internal medicine; Cause of death; Intensive care medicine; Disease; Endocrinology; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.007053001,0.0005309554,0.0006794009,0.001320061,0.0007218292,0.001460104,0.0007388702,0.000703377,0.001451747],"category_scores_gemma":[0.0475399,0.0002670048,0.002645018,0.001343233,0.0004897527,0.0007576217,0.001259077,0.001599546,0.0001976221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002972957,"about_ca_system_score_gemma":0.003260941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2578327,"about_ca_topic_score_gemma":0.2817653,"domain_scores_codex":[0.9957847,0.002223197,0.0002922289,0.0003699901,0.0009305277,0.0003993495],"domain_scores_gemma":[0.975125,0.01294926,0.004996659,0.001189096,0.003558247,0.00218179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002399063,0.00001917557,0.9937104,0.00002701505,0.0002535622,0.0000182676,0.00009047782,0.000889596,0.00001237362,0.00006180299,0.0005057256,0.004171678],"study_design_scores_gemma":[0.00001219521,0.0000961282,0.9928045,0.00006008342,0.0004224286,0.00005936679,0.0001872437,0.005538017,0.00005147046,0.0002063099,0.000540599,0.00002168869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852851,0.003284499,0.001441678,0.002174306,0.0001469973,0.00004950172,0.003094889,0.00007889461,0.004444014],"genre_scores_gemma":[0.9980624,0.0002704902,0.0006194864,0.00009740843,0.00005162987,0.00001324683,0.000575141,0.000009459854,0.0003007109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2578327,"threshold_uncertainty_score":0.512664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007180920907487595,"score_gpt":0.2667277874477508,"score_spread":0.2595468665402632,"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."}}