{"id":"W4415475933","doi":"10.1681/asn.20256tfa8x99","title":"Trend in the Incident Risk of Ischemic Stroke Among Patients on Kidney Replacement Therapy in Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Incidence (geometry); Kidney disease; Stroke (engine); Diabetes mellitus; Dialysis; Renal replacement therapy; Hemodialysis; Peritoneal dialysis; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008464431,0.0003488444,0.0004630726,0.001914463,0.001332132,0.001220285,0.001516703,0.000463603,0.001827013],"category_scores_gemma":[0.001877692,0.0002853128,0.0006748542,0.004459639,0.0005531874,0.0002927514,0.0006312934,0.0007156688,0.0002627616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01907233,"about_ca_system_score_gemma":0.02373751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913953,"about_ca_topic_score_gemma":0.993279,"domain_scores_codex":[0.9989129,0.00007380511,0.00009679302,0.0001764273,0.0004442935,0.0002957195],"domain_scores_gemma":[0.996531,0.0001559369,0.0006717028,0.0001109285,0.001826349,0.0007041936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007044865,0.00001508278,0.9966265,0.00001976866,0.0000539819,0.00004184211,0.0001299143,0.0001176776,0.00009261431,0.00005682771,0.0008695718,0.001905869],"study_design_scores_gemma":[0.000009695022,0.0000166117,0.9987864,0.00002171937,0.00003137074,0.00004963565,0.000261503,0.0003108216,0.00002839667,0.00001768454,0.00045978,0.000006425011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814767,0.001539812,0.0002363869,0.0006424749,0.00002886039,0.00004676028,0.0122631,0.00004290494,0.003722919],"genre_scores_gemma":[0.9924556,0.0007709929,0.0003147388,0.0001579175,0.00001393506,0.00001784806,0.005119687,0.000008835026,0.001140394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01907233,"threshold_uncertainty_score":0.1383801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007927100003517032,"score_gpt":0.2529271670728548,"score_spread":0.2450000670693377,"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."}}