{"id":"W4309626178","doi":"10.1016/j.xkme.2022.100571","title":"Transportation Burden Associated With Hemodialysis in Canada: A Qualitative Study of Stakeholders","year":2022,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta Hospital; Toronto General Hospital; University of Calgary; St. Joseph's Hospital; Ottawa Hospital; University of Manitoba; Seven Oaks General Hospital; Alberta Health Services; Grand River Hospital","funders":"Canadian Institutes of Health Research","keywords":"Stakeholder; Feeling; Hemodialysis; Anxiety; Population; Medicine; Qualitative research; Quality of life (healthcare); Public relations; Family medicine; Business; Psychology; Nursing; Environmental health; Sociology; Political science; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007185773,0.0001267758,0.0005647614,0.0002680134,0.00005083863,0.000001302643,0.00007996663,0.00001149096,0.0007075156],"category_scores_gemma":[0.000241404,0.00009091576,0.00003903711,0.001020511,0.00004541752,0.00002270617,0.00001133486,0.0001482512,2.377935e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005853466,"about_ca_system_score_gemma":0.001006153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8052357,"about_ca_topic_score_gemma":0.7348223,"domain_scores_codex":[0.9977317,0.0003008273,0.0004583176,0.0002368038,0.001102274,0.0001700741],"domain_scores_gemma":[0.9991903,0.0001018773,0.0002052623,0.0001900425,0.00009219374,0.0002203354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003569784,0.005986284,0.1267932,0.0005105258,0.005893897,0.002253534,0.7850796,0.01071981,0.00103204,0.0002088612,0.05395761,0.003994873],"study_design_scores_gemma":[0.0140266,0.002284179,0.220799,0.000245532,0.001763845,7.196625e-7,0.759218,0.0004231957,0.00001979251,0.00002143987,0.001044541,0.0001532023],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993901,0.00005589786,0.00001626304,0.004131421,0.000060282,0.000685477,0.00008198922,0.000010842,0.001056848],"genre_scores_gemma":[0.9981503,0.000005185631,0.000008652929,0.0007690497,0.00002562632,0.0001087667,0.000570216,0.00001414997,0.0003480453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09400581,"threshold_uncertainty_score":0.77468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522319844829199,"score_gpt":0.2887851747737015,"score_spread":0.2435619763254095,"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."}}