{"id":"W4220810046","doi":"10.1161/jaha.121.022003","title":"Dialysis Initiation in Patients With Chronic Coronary Disease and Advanced Chronic Kidney Disease in ISCHEMIA‐CKD","year":2022,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"National Heart, Lung, and Blood Institute; School of Medicine, Emory University; NYU Grossman School of Medicine; Abbott Vascular; School of Medicine, Stanford University; St. Jude Medical; Akebia Therapeutics; National Institutes of Health; Emory University; Peking Union Medical College; Peking Union Medical College Hospital; Duke Clinical Research Institute; Astellas Pharma; GlaxoSmithKline; Regenerative Medicine Minnesota; Arbor Pharmaceuticals; University of Alberta; University College London; National Institute of Diabetes and Digestive and Kidney Diseases; Aldeyra Therapeutics; Amgen; AstraZeneca; Novo Nordisk; American Heart Association","keywords":"Medicine; Interquartile range; Kidney disease; Dialysis; Hazard ratio; Internal medicine; Renal function; Nephrology; Randomized controlled trial; Cardiology; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001451518,0.0001622863,0.0004221916,0.0002238885,0.000339984,0.0004076963,0.0002351784,0.0003875387,0.001687461],"category_scores_gemma":[0.002620421,0.0001237535,0.0008102896,0.0003767677,0.0002271334,0.0003069815,0.000427413,0.0007573139,0.00008055254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892996,"about_ca_system_score_gemma":0.0006236329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163421,"about_ca_topic_score_gemma":0.002164687,"domain_scores_codex":[0.9991811,0.0003694122,0.0000553964,0.000146946,0.0001099992,0.0001372521],"domain_scores_gemma":[0.9984393,0.0005742963,0.0006202154,0.00005667987,0.00005321439,0.0002563652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008795988,0.0009755454,0.9727006,0.0002092167,0.0005158844,0.00006745671,0.0001233347,0.000176719,0.0005131261,0.0001769907,0.0004313803,0.01531379],"study_design_scores_gemma":[0.001078333,0.004601708,0.9909951,0.00009034452,0.0004389668,0.0002769976,0.0001953618,0.0007016318,0.0002631545,0.0004354535,0.0009108363,0.0000120716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975563,0.001325667,0.0001874405,0.0001797129,0.00002138313,0.00004980914,0.0001494365,0.000002498884,0.0005276833],"genre_scores_gemma":[0.9991075,0.000314942,0.0001677061,0.000111449,0.00004393593,0.00005028717,0.0001161862,6.084265e-7,0.00008733538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001687461,"threshold_uncertainty_score":0.007676482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004202144712984399,"score_gpt":0.2339294857032207,"score_spread":0.2297273409902363,"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."}}