{"id":"W3164003548","doi":"10.1016/j.xkme.2021.04.004","title":"Expanding Utilization of Home Dialysis: An Action Agenda From the First International Home Dialysis Roundtable","year":2021,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"Baxter Healthcare Corporation; Nierstichting; Fresenius Medical Care North America; Baxter International; AstraZeneca","keywords":"Operationalization; Dialysis; Reimbursement; Medicine; Home hemodialysis; Peritoneal dialysis; Home dialysis; Empowerment; Intensive care medicine; Nursing; Public relations; Medical emergency; Political science; Health care; Internal medicine; Law","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":[0.03330218,0.001944518,0.001622944,0.001498114,0.005989612,0.01439395,0.004617957,0.03878305,0.02334644],"category_scores_gemma":[0.02958059,0.0008397844,0.003207428,0.001062664,0.004411784,0.01560192,0.01679285,0.03571146,0.003941367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009162473,"about_ca_system_score_gemma":0.09229629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01944829,"about_ca_topic_score_gemma":0.02905764,"domain_scores_codex":[0.9851328,0.005454493,0.0006772952,0.0006872814,0.002415582,0.005632631],"domain_scores_gemma":[0.9317224,0.0147498,0.001522899,0.0009244768,0.007702041,0.04337838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002831235,0.000583295,0.001196704,0.001257086,0.00005473128,0.001111102,0.00238613,0.0005372627,0.0007011518,0.05080104,0.8751433,0.0659451],"study_design_scores_gemma":[0.0002189985,0.0003161106,0.003062107,0.003311249,0.00006640981,0.0003361414,0.008073397,0.0004597059,0.0004332869,0.0213032,0.9623049,0.0001146127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008232524,0.007900826,0.0006086127,0.9731525,0.01313011,0.00005255624,0.0001986668,0.00005829942,0.00407513],"genre_scores_gemma":[0.0258862,0.02309814,0.008591311,0.9134896,0.01307652,0.000491227,0.0008682905,0.000110994,0.01438768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03878305,"threshold_uncertainty_score":0.1761209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06828021655079343,"score_gpt":0.3350126745022254,"score_spread":0.266732457951432,"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."}}