{"id":"W4303431682","doi":"10.1093/ckj/sfac220","title":"Home dialysis in older adults: challenges and solutions","year":2022,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Otsuka Pharmaceutical; Vifor Pharma; National Institute for Health and Care Research; Australian Government; GlaxoSmithKline; Bayer; AstraZeneca","keywords":"Medicine; Dialysis; Peritoneal dialysis; Intensive care medicine; Home dialysis; Hemodialysis; Kidney disease; Nephrology; Population; Home hemodialysis; Internal medicine","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":[0.006210797,0.0006058909,0.001027951,0.0009612843,0.001497837,0.003291243,0.001211683,0.003522936,0.003076499],"category_scores_gemma":[0.01555703,0.0002632323,0.001194973,0.0009603886,0.001204544,0.004468287,0.004157912,0.005440431,0.0007383103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502151,"about_ca_system_score_gemma":0.007154936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531079,"about_ca_topic_score_gemma":0.009961589,"domain_scores_codex":[0.9968063,0.001337179,0.000652672,0.0001877436,0.0007477679,0.0002683564],"domain_scores_gemma":[0.991525,0.00412057,0.001161719,0.0001412628,0.002107681,0.0009436987],"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":[0.00008017138,0.000149999,0.003099182,0.01917454,0.0001954649,0.001020075,0.002118863,0.0006428729,0.0003590794,0.01328933,0.08245541,0.877415],"study_design_scores_gemma":[0.00007071662,0.0004654913,0.006576272,0.08065397,0.0004353178,0.005094237,0.01006217,0.000833755,0.0003985722,0.03460455,0.8606587,0.0001462294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002052817,0.8573449,0.002030667,0.1309725,0.002999729,0.00005230952,0.00005077759,0.00004814802,0.004448066],"genre_scores_gemma":[0.01575404,0.9540353,0.006116449,0.01999275,0.002950265,0.00009371532,0.00008277693,0.00001052834,0.0009642385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006210797,"threshold_uncertainty_score":0.03284627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04821845351737037,"score_gpt":0.3296463453249924,"score_spread":0.281427891807622,"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."}}