{"id":"W2194583970","doi":"10.1111/hdi.12387","title":"Flow reduction in high‐flow arteriovenous fistulas improve cardiovascular parameters and decreases need for hospitalization","year":2015,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Decompensation; Heart failure; Cardiology; Internal medicine; Pulmonary artery; Hemodialysis; Coronary artery disease; Perioperative; Cardiac index; Anastomosis; Cardiac output; Hemodynamics; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002052394,0.0001219449,0.0003729593,0.0002033411,0.0001079087,0.0002312569,0.00008852778,0.0001665248,0.001118536],"category_scores_gemma":[0.0006218285,0.00006162392,0.0002325376,0.0001240458,0.0001111566,0.0001657607,0.00009020261,0.0003532089,0.00008898762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071903,"about_ca_system_score_gemma":0.0001226298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001871364,"about_ca_topic_score_gemma":0.0002528813,"domain_scores_codex":[0.9999213,0.00002459541,0.000007251401,0.00001314757,0.00001245048,0.00002122452],"domain_scores_gemma":[0.9997248,0.00007056974,0.0001033817,0.00001136838,0.00001619596,0.00007370607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03385237,0.01604143,0.5226723,0.0004187168,0.0005079393,0.0008490756,0.0002579795,0.001079084,0.1011432,0.0002657081,0.002431331,0.3204808],"study_design_scores_gemma":[0.001042898,0.02521157,0.95877,0.00005121013,0.0002565383,0.001365504,0.000107873,0.001227978,0.0102481,0.0002026258,0.001502577,0.00001304898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990382,0.0004124386,0.000239734,0.00004859811,0.00001440539,0.000008734826,0.00002203279,0.00001591307,0.000199988],"genre_scores_gemma":[0.9990003,0.0002175826,0.0004354403,0.00004348097,0.00003707538,0.0000131686,0.0000805429,0.000002355274,0.000170029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001118536,"threshold_uncertainty_score":0.00374192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03142672794278369,"score_gpt":0.3035157223657458,"score_spread":0.2720889944229621,"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."}}