{"id":"W3008779539","doi":"10.1016/j.xkme.2020.02.003","title":"Home Dialysis in the United States: To Increase Utilization, Address Disparities","year":2020,"lang":"en","type":"letter","venue":"Kidney Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dialysis Clinics; American Society of Nephrology","keywords":"Dialysis; Home dialysis; Intensive care medicine; Health equity; Medicine; Internal medicine; Nursing; Public health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003443585,0.0002378815,0.0005470398,0.001772127,0.001113602,0.002538544,0.0009818218,0.001683436,0.01482782],"category_scores_gemma":[0.01956963,0.0001557689,0.0009923152,0.001954365,0.0005989756,0.003088803,0.004122283,0.002431847,0.001352205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927685,"about_ca_system_score_gemma":0.01319777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01680997,"about_ca_topic_score_gemma":0.03005876,"domain_scores_codex":[0.9977375,0.0009500708,0.000198297,0.000160133,0.0005975239,0.000356404],"domain_scores_gemma":[0.9938763,0.001321996,0.0008037022,0.0002427826,0.001189623,0.00256568],"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":[0.00007380627,0.0003749891,0.02847514,0.002691468,0.0002232545,0.00005713536,0.0008690464,0.0001454225,0.0001186573,0.009985887,0.4938381,0.463147],"study_design_scores_gemma":[0.0005094083,0.0005631751,0.1889519,0.02633006,0.0006080732,0.0003278859,0.005267275,0.001134562,0.0004360525,0.0327006,0.743055,0.000115958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02932155,0.1132543,0.002300622,0.7797562,0.01007168,0.0003659788,0.005200833,0.0004297631,0.05929909],"genre_scores_gemma":[0.3900967,0.2614727,0.01515278,0.2944576,0.02064874,0.001119014,0.006163904,0.0002457199,0.0106429],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01680997,"threshold_uncertainty_score":0.049604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435635103243508,"score_gpt":0.2960113227454997,"score_spread":0.2516549717130647,"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."}}