{"id":"W2109611404","doi":"10.3121/cmr.2013.1176.b2-3","title":"B2-3: Predicting the Risk of End-Stage Renal Disease in Patients with Stage 3 Chronic Kidney Disease: A Pragmatic Risk Score","year":2013,"lang":"en","type":"article","venue":"Clinical Medicine & Research","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Kidney disease; End stage renal disease; Stage (stratigraphy); Disease; Internal medicine","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":[0.005737681,0.001205206,0.00338479,0.0005414338,0.0004087932,0.001114869,0.0008892798,0.002211885,0.005112264],"category_scores_gemma":[0.0124915,0.0004344886,0.004151944,0.0006477322,0.000837696,0.0007808685,0.001204608,0.001846502,0.0003451451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009336304,"about_ca_system_score_gemma":0.001911314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005208977,"about_ca_topic_score_gemma":0.003612641,"domain_scores_codex":[0.9927939,0.005254161,0.0004825242,0.0005604029,0.0006560605,0.0002530337],"domain_scores_gemma":[0.9957821,0.002222236,0.0006415443,0.000176859,0.0002123567,0.000964942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.736991,0.0103099,0.07569113,0.007270345,0.02160678,0.0002920972,0.0003507046,0.00336778,0.003551048,0.0009569952,0.00669444,0.1329178],"study_design_scores_gemma":[0.5430498,0.08410244,0.3164464,0.001765536,0.02959503,0.0006321658,0.0003024157,0.01569129,0.001589575,0.003206971,0.003367723,0.0002505558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798025,0.005989395,0.002009617,0.004815311,0.0007167495,0.001433082,0.001137281,0.0001435837,0.003952516],"genre_scores_gemma":[0.9946181,0.000675345,0.002426906,0.0007602053,0.0001968375,0.000633331,0.0003544612,0.00001185618,0.000322938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005737681,"threshold_uncertainty_score":0.03034413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0482531468928541,"score_gpt":0.3909758843037965,"score_spread":0.3427227374109424,"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."}}