{"id":"W4406845785","doi":"10.1016/j.ekir.2024.11.258","title":"WCN25-2800 TREND IN INCIDENT RISK OF ISCHEMIC STROKE AMONG INDIVIDUALS ON MAINTENANCE DIALYSIS IN ALBERTA, CANADA","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Dialysis; Stroke (engine); Ischemic stroke; Emergency medicine; Internal medicine; Ischemia","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":[0.0005857383,0.000386184,0.0004529894,0.001720078,0.001275443,0.00115375,0.001476945,0.000477448,0.003089442],"category_scores_gemma":[0.001430098,0.0002936208,0.0007551321,0.00356439,0.0004029997,0.000296622,0.0005712484,0.0008491825,0.000354921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01430431,"about_ca_system_score_gemma":0.0185824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934818,"about_ca_topic_score_gemma":0.9946501,"domain_scores_codex":[0.9993058,0.00003556561,0.00004781465,0.0001239993,0.0002637255,0.0002230247],"domain_scores_gemma":[0.9977581,0.00007926179,0.0003521826,0.00006567325,0.001254801,0.0004899575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000190493,0.00004339315,0.9895314,0.00003759575,0.0001220197,0.00006708797,0.000168465,0.000339991,0.0002123721,0.0001681584,0.004094683,0.005024332],"study_design_scores_gemma":[0.00001360075,0.00001666981,0.9981228,0.00002439784,0.00004949563,0.00003824216,0.0002383734,0.0005156435,0.00003996126,0.0000214276,0.0009112896,0.000008203119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640802,0.002174013,0.0004275238,0.0008293063,0.00007462788,0.00006132625,0.02397216,0.0001221051,0.008258912],"genre_scores_gemma":[0.9876119,0.0006627885,0.0004198082,0.0002124043,0.00002316443,0.0000190156,0.007672836,0.00002027411,0.0033577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430431,"threshold_uncertainty_score":0.1037855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819390404548781,"score_gpt":0.3605084413168448,"score_spread":0.342314537271357,"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."}}