{"id":"W1586174266","doi":"10.1111/j.1525-139x.2009.00633.x","title":"Controversies and Concerns in Hemodialysis 
Series Editor: Marcello Tonelli: What’s Next After <i>Fistula First</i>: Is an Arteriovenous Graft or Central Venous Catheter Preferable When an Arteriovenous Fistula Is Not Possible?","year":2009,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Arteriovenous fistula; Hemodialysis; Observational study; Vascular access; Central venous catheter; Catheter; Fistula; Intensive care medicine; Hemodialysis access; Clinical trial; Surgery; Randomized controlled trial; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001260689,0.002145564,0.007522953,0.001415332,0.001124631,0.001010177,0.001358591,0.002141573,0.002186308],"category_scores_gemma":[0.0002002683,0.001898934,0.001664049,0.001338269,0.0005025595,0.002944234,0.0004683387,0.002269304,0.0001276683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002111389,"about_ca_system_score_gemma":0.001228499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00505426,"about_ca_topic_score_gemma":0.02894342,"domain_scores_codex":[0.9870827,0.002014706,0.00346375,0.002891374,0.001123009,0.003424433],"domain_scores_gemma":[0.9931254,0.001354227,0.001545986,0.002643819,0.0002535588,0.00107705],"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":[0.002748549,0.005886164,0.002470083,0.01281149,0.001832094,0.001366925,0.2196624,0.00002907574,0.00001501636,0.0000108297,0.014957,0.7382104],"study_design_scores_gemma":[0.00256423,0.002347423,0.0004090292,0.01545226,0.005257102,0.00007110549,0.009646238,0.0001574325,0.00001412007,0.000277177,0.9611354,0.002668474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04111665,0.9455812,0.00001682947,0.001399681,0.004040853,0.005323445,0.002024593,0.0002301387,0.0002666262],"genre_scores_gemma":[0.005100666,0.9812119,0.0004571789,0.003831435,0.003647503,0.001214422,0.001073775,0.0003332322,0.003129864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9461784,"threshold_uncertainty_score":0.9991539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05181357981149257,"score_gpt":0.3402495102446167,"score_spread":0.2884359304331242,"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."}}