{"id":"W3024391068","doi":"","title":"Outcomes for Successful Cannulation of the Arteriovenous Fistula: Perspectives from Patients on Hemodialysis.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Hemodialysis; Medicine; Arteriovenous fistula; Psychological intervention; Anxiety; Fistula; Perspective (graphical); Nursing; Intensive care medicine; Surgery; Psychiatry","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":[0.007677814,0.0002968425,0.000473168,0.0008670515,0.002726607,0.003505495,0.0008066961,0.001445866,0.001969328],"category_scores_gemma":[0.03278897,0.0002738235,0.0004663713,0.0008381762,0.002867767,0.002838312,0.002904025,0.00239359,0.0002137722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044847,"about_ca_system_score_gemma":0.00298775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810927,"about_ca_topic_score_gemma":0.004778643,"domain_scores_codex":[0.9927384,0.005150548,0.0003801271,0.0001867358,0.0008184164,0.0007257499],"domain_scores_gemma":[0.9714273,0.01757429,0.004568058,0.0002592395,0.002389437,0.003781632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001251279,0.000178811,0.08810996,0.0006806275,0.00005200004,0.001726061,0.8793092,0.00009776246,0.0005727027,0.001276576,0.002870575,0.02500063],"study_design_scores_gemma":[0.00001204592,0.0003135763,0.02950133,0.0003644851,0.00001945899,0.001460942,0.9623135,0.00008650555,0.0001835283,0.0005033354,0.005208832,0.0000325074],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858117,0.002810808,0.0004552872,0.007365538,0.0000779172,0.00004075487,0.0001185593,0.000007486634,0.003311898],"genre_scores_gemma":[0.9967482,0.001696032,0.0002753674,0.0008936641,0.00002917234,0.00003810709,0.00003910744,0.000004710677,0.000275515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007677814,"threshold_uncertainty_score":0.04060459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328569305066539,"score_gpt":0.3058284112757773,"score_spread":0.2729714807691234,"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."}}