{"id":"W6926363317","doi":"10.25384/sage.c.6955513","title":"Alignment Among Patient, Caregiver, and Health Care Provider Perspectives on Hemodialysis Vascular Access Decision-Making: A Qualitative Study","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Qualitative research; Health care; Vascular access; Autonomy; Hemodialysis; Experiential knowledge; Quality (philosophy); Patient satisfaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007255187,0.0004052719,0.0008096775,0.0005742885,0.0003780912,0.0001932756,0.0006477535,0.0002862452,0.002860201],"category_scores_gemma":[0.0002267856,0.0003177422,0.0001257203,0.0002944273,0.00009618794,0.0002687795,0.000904371,0.0004763258,0.00006682299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902643,"about_ca_system_score_gemma":0.0001278193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0048899,"about_ca_topic_score_gemma":0.009217896,"domain_scores_codex":[0.9971557,0.0009763534,0.0005070308,0.0009091034,0.00009486687,0.0003569975],"domain_scores_gemma":[0.9976102,0.000290652,0.0007045196,0.001237517,0.0001010027,0.00005616077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001710008,0.0009870486,0.003789995,0.0001106802,0.006485974,0.00003527554,0.2327805,0.000003516753,0.00004767572,0.000006413571,0.5317065,0.2238754],"study_design_scores_gemma":[0.003716238,0.001475623,0.01305848,0.006614544,0.0008001848,0.00002178443,0.7535832,9.508581e-7,0.00002023751,0.00006561625,0.2196553,0.0009878352],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2043086,0.7412925,0.0009989928,0.001345625,0.009737617,0.009477858,0.02451819,0.001246946,0.007073649],"genre_scores_gemma":[0.9177884,0.06979906,0.0001345869,0.0001660407,0.0006944734,0.0002053576,0.0008687204,0.0009677795,0.009375622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7134798,"threshold_uncertainty_score":0.9999275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05825578571704815,"score_gpt":0.4020847184171628,"score_spread":0.3438289327001146,"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."}}