{"id":"W2971397854","doi":"10.1177/2054358119871031","title":"Home Dialysis Among Elderly Patients: Outcomes and Future Directions","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Dialysis; Peritoneal dialysis; Intensive care medicine; Quality of life (healthcare); Hemodialysis; Population; Home hemodialysis; Home dialysis; End stage renal disease; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006714465,0.0004085775,0.001003188,0.001436811,0.0009982669,0.002460335,0.001245863,0.002399714,0.004827238],"category_scores_gemma":[0.01420057,0.0001794866,0.0009451646,0.002369175,0.0008483031,0.003659249,0.001022461,0.002481639,0.0005139641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003139069,"about_ca_system_score_gemma":0.009821653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02701942,"about_ca_topic_score_gemma":0.05349689,"domain_scores_codex":[0.9982724,0.0006722917,0.0002240001,0.0001593984,0.0003875723,0.0002843387],"domain_scores_gemma":[0.984323,0.004625484,0.002612341,0.0002609481,0.004481024,0.003697249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008306854,0.00156478,0.2254052,0.006557108,0.0006696401,0.0006688381,0.001024847,0.001011744,0.0002290179,0.01165295,0.08708262,0.6633027],"study_design_scores_gemma":[0.0004746223,0.003068631,0.7150694,0.04477179,0.002269898,0.002514145,0.01930955,0.004325188,0.0004880548,0.03864414,0.1687355,0.0003289667],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05563779,0.516681,0.001195298,0.4085948,0.002192491,0.0001422607,0.002508496,0.0001122933,0.01293562],"genre_scores_gemma":[0.414246,0.5354749,0.005623332,0.0325745,0.006565056,0.0005989749,0.002809945,0.00003391444,0.002073534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02701942,"threshold_uncertainty_score":0.05372429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005367060403270263,"score_gpt":0.2336565605201755,"score_spread":0.2282895001169052,"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."}}