{"id":"W1986779686","doi":"10.1093/ndt/gft044","title":"The kidney failure risk equation: on the road to being clinically useful?","year":2013,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Seven Oaks General Hospital; London Health Sciences Centre; University of Manitoba; Western University","funders":"","keywords":"Medicine; Intensive care medicine; 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":[0.01659699,0.0007933903,0.003073499,0.001477971,0.004454688,0.006114841,0.002729,0.03645053,0.006570773],"category_scores_gemma":[0.1199682,0.0008729118,0.001676689,0.001554494,0.005718617,0.0099183,0.003687955,0.05327246,0.003550172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005209168,"about_ca_system_score_gemma":0.009928808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117414,"about_ca_topic_score_gemma":0.01668605,"domain_scores_codex":[0.9808798,0.01186948,0.002297643,0.0008007634,0.003395453,0.0007567729],"domain_scores_gemma":[0.9291043,0.0486885,0.003529218,0.001890761,0.0106027,0.006184477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001223832,0.0000973494,0.005117248,0.0001477042,0.00006073394,0.001002694,0.000293963,0.0001071909,0.00005993502,0.009233453,0.9363823,0.04737514],"study_design_scores_gemma":[0.0007025906,0.0001942613,0.008659951,0.004628855,0.0002214359,0.003649129,0.002069632,0.00249601,0.0002050654,0.1150457,0.8618042,0.00032305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001264745,0.001612331,0.00007209062,0.9950737,0.00260912,0.000002325386,0.00002050953,0.000004005166,0.0004793133],"genre_scores_gemma":[0.005676261,0.005448394,0.001028495,0.9266318,0.06004239,0.00004755502,0.00006524967,0.00002450538,0.0010353],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03645053,"threshold_uncertainty_score":0.08777434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684939577225416,"score_gpt":0.26093851405281,"score_spread":0.2440891182805559,"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."}}