{"id":"W2087319793","doi":"10.1053/j.ajkd.2012.08.031","title":"Antiplatelet Therapy to Prevent Hemodialysis Vascular Access Failure: Systematic Review and Meta-analysis","year":2012,"lang":"en","type":"review","venue":"American Journal of Kidney Diseases","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Amgen","keywords":"Medicine; Hemodialysis; Dialysis; Arteriovenous fistula; Randomized controlled trial; Population; Kidney disease; Surgery; Internal medicine; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006633916,0.002682561,0.01740002,0.003374113,0.0006351612,0.002222491,0.002366777,0.002505084,0.004877725],"category_scores_gemma":[0.01732449,0.001844231,0.02580465,0.004285599,0.000673565,0.001930737,0.001588255,0.002261783,0.0003310983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784707,"about_ca_system_score_gemma":0.002495186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006348167,"about_ca_topic_score_gemma":0.02283792,"domain_scores_codex":[0.9957072,0.001776958,0.001297469,0.0005551645,0.0004499622,0.0002132456],"domain_scores_gemma":[0.9909343,0.005890857,0.002020284,0.0003341183,0.000640158,0.0001804676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003510828,0.00007611297,0.003519251,0.3124721,0.6668071,0.000139144,0.0001184805,0.0003656436,0.0002487617,0.00007786171,0.0006089503,0.01205584],"study_design_scores_gemma":[0.001209604,0.0002767278,0.002677467,0.01014075,0.9843567,0.00008313265,0.00004906455,0.0001124333,0.00007270528,0.00007980759,0.0009182127,0.00002337497],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008602683,0.9899963,0.0004228231,0.0001067571,0.0001607672,0.0002025313,0.0002919144,0.00002480186,0.000191356],"genre_scores_gemma":[0.2295461,0.7653823,0.002574882,0.0009023203,0.0002830811,0.0004580285,0.0004256657,0.00002778427,0.0003998891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01740002,"threshold_uncertainty_score":0.03508395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09755663934032749,"score_gpt":0.4235828525038139,"score_spread":0.3260262131634865,"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."}}