{"id":"W4229844677","doi":"10.2217/ahe.10.60","title":"Dialysis in the Elderly","year":2010,"lang":"en","type":"article","venue":"Aging Health","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Comorbidity; Hemodialysis; Intensive care medicine; Quality of life (healthcare); Kidney disease; Disease; 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":[0.0007674134,0.0001031731,0.000269511,0.0003457316,0.0004803162,0.0005112469,0.0001102112,0.0005997942,0.002147561],"category_scores_gemma":[0.001963476,0.00006036607,0.0002370053,0.0004666752,0.0002126804,0.0007702778,0.0005550348,0.0007195498,0.000368581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304969,"about_ca_system_score_gemma":0.0007714274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001458062,"about_ca_topic_score_gemma":0.00212205,"domain_scores_codex":[0.9996765,0.0001292962,0.00004879556,0.00003012642,0.00005876709,0.00005659883],"domain_scores_gemma":[0.9995974,0.00007491908,0.00009721636,0.00002269449,0.00005848018,0.0001492914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004502085,0.0005068627,0.4876998,0.001160998,0.0001285251,0.008481487,0.0019225,0.0001588598,0.001263664,0.006324438,0.08941826,0.4024843],"study_design_scores_gemma":[0.0001209583,0.001050361,0.5680587,0.00267211,0.0001982846,0.05233851,0.002674019,0.0002985116,0.0003784862,0.007147762,0.3650277,0.00003458529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3894053,0.4127658,0.001801602,0.09809847,0.00725832,0.0001807923,0.000593093,0.00008347485,0.08981324],"genre_scores_gemma":[0.7822776,0.1742225,0.001157356,0.02613466,0.007017079,0.00009437021,0.0003152544,0.00001108596,0.008770191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002147561,"threshold_uncertainty_score":0.007184267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540309140936841,"score_gpt":0.3149607781582194,"score_spread":0.299557686748851,"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."}}