{"id":"W3164065046","doi":"10.1161/strokeaha.120.029680","title":"Chronic Kidney Disease and Cerebrovascular Disease","year":2021,"lang":"en","type":"review","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; Kidney disease; Disease; Stroke (engine); Dialysis; Diabetes mellitus; Intensive care medicine; Risk factor; Vascular disease; Uremia; Epidemiology; Internal medicine; Cardiology; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001231066,0.0005814605,0.00176936,0.0001869509,0.00006740181,0.00005351368,0.000199694,0.0001470555,0.0007640647],"category_scores_gemma":[0.0003510978,0.0004826267,0.001049064,0.0001978458,0.0001220887,0.00004845348,0.000475783,0.0004682179,0.000150811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003888014,"about_ca_system_score_gemma":0.001794073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004648212,"about_ca_topic_score_gemma":3.706857e-7,"domain_scores_codex":[0.9975812,0.00008784752,0.0004690362,0.000880883,0.0005191673,0.0004618733],"domain_scores_gemma":[0.9967059,0.00004512565,0.0001702098,0.001300694,0.0000558889,0.001722131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001179717,0.0001092686,0.0004456617,0.09422952,0.002537516,0.000942656,0.000006777789,1.057844e-7,4.798945e-7,0.0001753729,0.1415432,0.7599976],"study_design_scores_gemma":[0.0008368872,0.00003351176,0.00009355573,0.02295046,0.01188298,0.00004081951,0.000005688713,0.000005476913,3.236156e-7,0.000001616413,0.9637821,0.0003665416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004997883,0.991862,0.00005611369,0.000463395,0.0003010441,0.001405923,0.000825612,0.0000990833,0.004981846],"genre_scores_gemma":[0.000006782564,0.9752002,0.0002024294,0.000390215,0.001351157,0.0002572704,0.002311947,0.0001134097,0.02016659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8222389,"threshold_uncertainty_score":0.9997625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052994394368842,"score_gpt":0.2975810726089558,"score_spread":0.2770511286652674,"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."}}