{"id":"W2152165878","doi":"10.1111/hdi.12340","title":"“You know your own fistula, it becomes a part of you”—Patient perspectives on vascular access: A semistructured interview study","year":2015,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Western Sydney Local Health District","keywords":"Vascular access; Medicine; Hemodialysis; Arteriovenous fistula; Medical emergency; Nursing; General surgery; Family medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0119802,0.0007211304,0.0007667541,0.001447161,0.005679397,0.00326497,0.001399602,0.002195539,0.002387347],"category_scores_gemma":[0.02317951,0.0008188901,0.0005716564,0.001371056,0.004979294,0.003235445,0.004376829,0.004643668,0.0005425329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003817811,"about_ca_system_score_gemma":0.003881992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003572055,"about_ca_topic_score_gemma":0.006945841,"domain_scores_codex":[0.9880464,0.009750048,0.0004132984,0.0004018732,0.0004252787,0.00096301],"domain_scores_gemma":[0.9735239,0.02096396,0.001704284,0.0004026106,0.001495663,0.00190961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004145702,0.00004923217,0.002047553,0.0001018141,0.000003209141,0.0007578721,0.9936444,0.00003883374,0.0009792986,0.0003472736,0.00031674,0.001672344],"study_design_scores_gemma":[0.00000874286,0.00008341051,0.001230102,0.00009396717,0.000003034764,0.0003993013,0.9933493,0.0001101261,0.0002872937,0.0001495657,0.004268358,0.00001676449],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911857,0.0005496558,0.00223368,0.002308759,0.00008083404,0.0003821858,0.000222394,0.00002258517,0.003014189],"genre_scores_gemma":[0.9927009,0.001070366,0.002384759,0.001121459,0.00004394014,0.0008131847,0.0001570055,0.00002188274,0.001686499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0119802,"threshold_uncertainty_score":0.06335813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09251493718921305,"score_gpt":0.3945303263697409,"score_spread":0.3020153891805278,"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."}}