{"id":"W1937775735","doi":"10.1111/j.1525-139x.2011.00969.x","title":"Standardized Definitions for Hemodialysis Vascular Access","year":2011,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":260,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; London Health Sciences Centre; Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Public Health Agency of Canada","keywords":"Medicine; Vascular access; Observational study; Multidisciplinary approach; Hemodialysis; Vascular disease; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006374377,0.002053767,0.002556107,0.009938567,0.001019013,0.002789522,0.004327639,0.003550864,0.007794364],"category_scores_gemma":[0.01415585,0.0004935365,0.002507887,0.01121702,0.003989886,0.004703358,0.002563094,0.00514488,0.005148838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003090698,"about_ca_system_score_gemma":0.008129175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003223417,"about_ca_topic_score_gemma":0.002878371,"domain_scores_codex":[0.9908982,0.002881209,0.003039933,0.000699007,0.002214964,0.0002667476],"domain_scores_gemma":[0.9915229,0.003492779,0.001935065,0.0004540996,0.002392493,0.00020276],"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":[0.0001613423,0.0001378996,0.001000375,0.04818727,0.0002558223,0.0007353465,0.0009551427,0.0010034,0.001566321,0.1301523,0.2280823,0.5877625],"study_design_scores_gemma":[0.00002919766,0.00005341957,0.0009282886,0.008305737,0.00009148145,0.002169111,0.0002378658,0.0001278572,0.000286171,0.0103247,0.9774066,0.00003957324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005025509,0.9634184,0.009051953,0.006383821,0.007714747,0.0005667337,0.001327829,0.00009114868,0.01094289],"genre_scores_gemma":[0.007891991,0.9271854,0.0392332,0.009645946,0.00396941,0.001684496,0.004618013,0.00007626403,0.005695279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009938567,"threshold_uncertainty_score":0.03371131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1835985284078215,"score_gpt":0.4398809569441535,"score_spread":0.256282428536332,"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."}}