{"id":"W2956335962","doi":"10.1016/j.cjca.2019.06.026","title":"Is It Time to Recalibrate Cardiac Prediction Tools to Accommodate Chronic Kidney Disease?","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Kidney disease; Internal medicine; Diabetes mellitus; Population; Disease; Renal function; Cardiology; Blood pressure; Heart failure; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005039099,0.0006686603,0.001565671,0.001269047,0.004915807,0.004690499,0.00168999,0.0335605,0.008869939],"category_scores_gemma":[0.05858376,0.0007650302,0.001459542,0.0008163732,0.002874817,0.004163697,0.002135758,0.03377554,0.007744239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006577861,"about_ca_system_score_gemma":0.01129752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02644565,"about_ca_topic_score_gemma":0.04836166,"domain_scores_codex":[0.9942765,0.001383563,0.001105253,0.0005784295,0.001735423,0.0009207724],"domain_scores_gemma":[0.9673924,0.0129077,0.001499144,0.001023838,0.008461384,0.008715419],"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":[0.00003878044,0.000062639,0.003573742,0.00007409819,0.00002489386,0.002553749,0.000251902,0.0001379179,0.0001234754,0.002209398,0.9517838,0.0391658],"study_design_scores_gemma":[0.0002161539,0.0001088817,0.00590978,0.001629964,0.00008047162,0.006710202,0.001578105,0.001466532,0.0001425088,0.02284638,0.9591524,0.0001585868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002688958,0.00053544,0.00009758041,0.9883233,0.009379449,0.00000682183,0.00001789095,0.00001498188,0.00135554],"genre_scores_gemma":[0.005343881,0.001365768,0.0009564058,0.9163796,0.07293116,0.00004030287,0.00005260227,0.000028791,0.002901496],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0335605,"threshold_uncertainty_score":0.05258346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146251483159937,"score_gpt":0.2496948561379174,"score_spread":0.228232341306318,"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."}}