{"id":"W2415027555","doi":"","title":"Vascular access complications in daily dialysis: a systematic review of the literature.","year":2005,"lang":"en","type":"review","venue":"PubMed","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Hemodialysis; Arteriovenous fistula; Dialysis; Population; Hyperphosphatemia; Intensive care medicine; End stage renal disease; Quality of life (healthcare); Complication; Internal medicine; Surgery; Kidney disease","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":[0.002750506,0.0009812148,0.004466588,0.007908706,0.0004415226,0.001395138,0.001314713,0.001206202,0.003747494],"category_scores_gemma":[0.01202106,0.0006847897,0.00274446,0.01204536,0.0005796393,0.001572006,0.0008971487,0.0006450877,0.0002982011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001990401,"about_ca_system_score_gemma":0.007398387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008602105,"about_ca_topic_score_gemma":0.02462857,"domain_scores_codex":[0.9977798,0.0005831411,0.0009105769,0.0001646671,0.0004944059,0.00006746397],"domain_scores_gemma":[0.9897976,0.006428128,0.002490659,0.0001072797,0.001017417,0.0001587879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001414047,0.00001912577,0.001006074,0.8983261,0.002674587,0.000266715,0.0002535598,0.00009937598,0.0001274047,0.0002047643,0.004573621,0.09230728],"study_design_scores_gemma":[0.0003156347,0.0003828782,0.01202851,0.8779852,0.03592491,0.002411024,0.0007143733,0.0001044042,0.0002048405,0.000484785,0.06938724,0.00005609215],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004590144,0.9989784,0.00004164436,0.00009289592,0.00005870696,0.00007014098,0.0001442136,0.000002833913,0.0001521306],"genre_scores_gemma":[0.003910414,0.9953948,0.0002317794,0.0001633776,0.0000333423,0.0001008039,0.00008887907,0.000001150627,0.00007538178],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008602105,"threshold_uncertainty_score":0.01710409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09974769409219476,"score_gpt":0.3983709687139351,"score_spread":0.2986232746217403,"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."}}