{"id":"W2797187174","doi":"10.1053/j.ajkd.2017.12.011","title":"Estimating Time to ESRD in Children With CKD","year":2018,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Renal function; Kidney disease; Guideline; Proteinuria; Creatinine; Internal medicine; Cohort; Cohort study; Urology; Renal replacement therapy; Kidney; Pathology","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":[0.001011541,0.0004454993,0.0005843507,0.001198094,0.0004489051,0.0008531164,0.0005549751,0.0007357768,0.001085312],"category_scores_gemma":[0.005925651,0.000356521,0.001317479,0.0009393726,0.0002634055,0.0009634721,0.0007628676,0.00144613,0.0002295931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066251,"about_ca_system_score_gemma":0.00111459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03121258,"about_ca_topic_score_gemma":0.02874706,"domain_scores_codex":[0.9993033,0.0002043456,0.00009098377,0.0001102711,0.0001088735,0.000182161],"domain_scores_gemma":[0.9980307,0.0007647271,0.00063722,0.00008047487,0.0001997429,0.0002870393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006108812,0.00002701058,0.998534,0.000008632656,0.00002442512,0.00003287151,0.00004088871,0.0001258344,0.00002059909,0.00001707889,0.00008307049,0.00102452],"study_design_scores_gemma":[0.000008670304,0.0002170155,0.9964678,0.00004469989,0.00009192978,0.0005100433,0.0007025449,0.00130773,0.0001561923,0.00007491958,0.0004087793,0.000009640285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973789,0.0006317087,0.000347654,0.0001876291,0.00001983561,0.000009564892,0.0008206542,0.00001080191,0.0005932432],"genre_scores_gemma":[0.997761,0.0004549146,0.0006816507,0.00003230851,0.0000149418,0.00001221478,0.0008271685,0.000004658066,0.000211145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03121258,"threshold_uncertainty_score":0.06206179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003327966025095969,"score_gpt":0.2471432549316132,"score_spread":0.2438152889065173,"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."}}