{"id":"W2233612990","doi":"10.1111/sdi.12465","title":"A Patient‐Centered Approach to Hemodialysis Vascular Access in the Era of Fistula First","year":2016,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Arteriovenous fistula; Hemodialysis; Population; Medicaid; Intensive care medicine; Psychological intervention; Fistula; Dialysis; Surgery; Nursing; Health care","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":[0.01373674,0.000830244,0.0008728153,0.001356196,0.005218811,0.01297431,0.003929856,0.006684902,0.01339579],"category_scores_gemma":[0.02051775,0.0006234905,0.001309482,0.0008549987,0.007462063,0.0107779,0.01147531,0.01985607,0.002773747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006500958,"about_ca_system_score_gemma":0.02109798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002269313,"about_ca_topic_score_gemma":0.007311895,"domain_scores_codex":[0.9917676,0.004299803,0.0003769106,0.0009141201,0.001783671,0.0008577587],"domain_scores_gemma":[0.9813637,0.004123495,0.001200102,0.001148024,0.002533556,0.009631236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000144885,0.000993185,0.006116621,0.0008017348,0.0001724183,0.002585883,0.006427365,0.004040178,0.00116033,0.3084381,0.3750501,0.2940692],"study_design_scores_gemma":[0.0001033586,0.0006931972,0.003274533,0.002099156,0.00008127635,0.005326194,0.004581275,0.005928045,0.0006427028,0.3264099,0.6506731,0.0001872921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006000488,0.01239538,0.08910378,0.8276813,0.009758431,0.0001635435,0.00006738574,0.0007424934,0.05408724],"genre_scores_gemma":[0.3298719,0.04338988,0.1721873,0.379246,0.04158327,0.0006975926,0.0003359553,0.0007713826,0.03191675],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01373674,"threshold_uncertainty_score":0.07264769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0336000752856383,"score_gpt":0.3257817298227284,"score_spread":0.2921816545370901,"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."}}