{"id":"W2771488895","doi":"10.1053/j.ajkd.2017.09.018","title":"Vascular Access Outcomes Reported in Maintenance Hemodialysis Trials: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"American Journal of Kidney Diseases","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Toronto; University Health Network","funders":"National Health and Medical Research Council; Royal Australasian College of Physicians","keywords":"Medicine; Vascular access; Intensive care medicine; Hemodialysis; Systematic review; MEDLINE; Internal 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01239555,0.002280588,0.01645232,0.005271674,0.0006820604,0.003910384,0.00247323,0.00277819,0.005681612],"category_scores_gemma":[0.05830177,0.001660065,0.01558547,0.006431463,0.001422188,0.003233028,0.00249659,0.002639026,0.0002689086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003093013,"about_ca_system_score_gemma":0.006038365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005469978,"about_ca_topic_score_gemma":0.02039355,"domain_scores_codex":[0.9849722,0.004714523,0.007061068,0.001347088,0.001442182,0.0004630678],"domain_scores_gemma":[0.9585507,0.0297067,0.009062833,0.0006319155,0.001657487,0.0003904005],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009729577,0.00002101325,0.001651479,0.8975943,0.08828183,0.00008551762,0.0001691582,0.00008743781,0.0001379926,0.0001047027,0.0007125398,0.01018116],"study_design_scores_gemma":[0.002208185,0.0003546725,0.006579812,0.2939992,0.6888387,0.0003082524,0.0003250664,0.00009849088,0.0001827854,0.0003697427,0.006656343,0.00007865966],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00230855,0.9965318,0.0001680257,0.0001295994,0.0000945753,0.0002497965,0.0003827376,0.000009945657,0.0001248161],"genre_scores_gemma":[0.07547221,0.9202793,0.001290389,0.001482526,0.0001620554,0.0007241276,0.0003920599,0.00002082968,0.0001764478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9876044,"threshold_uncertainty_score":0.06555468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2086144205518447,"score_gpt":0.5156846145723039,"score_spread":0.3070701940204591,"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."}}