{"id":"W4390480321","doi":"10.1016/j.jvsvi.2023.100050","title":"Practical and ethical challenges of maintaining vascular access in chronic kidney disease: A qualitative interview study","year":2024,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Dialysis; Psychological intervention; Quality of life (healthcare); Kidney disease; Arteriovenous fistula; Hemodialysis; Renal replacement therapy; Cohort; Surgery; Internal medicine; Psychiatry; Nursing","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":[0.01985196,0.0006202278,0.000894642,0.001942628,0.01334172,0.005869936,0.002266581,0.002418118,0.002463307],"category_scores_gemma":[0.03011995,0.0008486147,0.0005234031,0.002098655,0.01363095,0.004625431,0.007415467,0.004688609,0.0002212254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009890552,"about_ca_system_score_gemma":0.01041128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02993491,"about_ca_topic_score_gemma":0.03719843,"domain_scores_codex":[0.9832872,0.01255763,0.0004538565,0.0004973797,0.0009699403,0.002233997],"domain_scores_gemma":[0.9626781,0.02835941,0.002707702,0.0006039759,0.002513613,0.003137192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001182083,0.00001698138,0.001866846,0.00006456458,0.000001947628,0.0002329506,0.9959559,0.00001801465,0.0001644975,0.0005945719,0.0001585506,0.0009134149],"study_design_scores_gemma":[0.000001403354,0.00001419909,0.0006359898,0.00005740018,0.00000102877,0.00008342147,0.9977202,0.00004715368,0.00003284466,0.00009474498,0.001306183,0.00000540607],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923113,0.0005321015,0.001212213,0.002984563,0.00005250314,0.0001925284,0.0000828214,0.000009584694,0.002622286],"genre_scores_gemma":[0.9967586,0.0006484812,0.0006141932,0.0007897784,0.00001607326,0.0002093345,0.00003269621,0.000008880114,0.0009219384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02993491,"threshold_uncertainty_score":0.1049885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1778590859951337,"score_gpt":0.4966784241203047,"score_spread":0.318819338125171,"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."}}