{"id":"W1975648605","doi":"10.1007/978-0-585-36947-1_33","title":"Dialysis in the Elderly","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Dialysis; Medicine; Intensive care medicine; 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":[0.000372705,0.0003618418,0.0003110138,0.0004066248,0.0006873977,0.001054808,0.0003197887,0.00110147,0.01753903],"category_scores_gemma":[0.0007350041,0.0001613152,0.0001876168,0.000385713,0.0003548525,0.001272219,0.001084637,0.001840113,0.006288552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005533319,"about_ca_system_score_gemma":0.00121321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001908235,"about_ca_topic_score_gemma":0.008950728,"domain_scores_codex":[0.9999177,0.00002473294,0.000005396896,0.00001018043,0.00003176345,0.00001028814],"domain_scores_gemma":[0.9998891,0.00004066619,0.000007537153,0.000005906542,0.00002706298,0.0000296921],"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":[0.000008831585,0.0000535423,0.0003091389,0.0001709384,0.000003455604,0.0001518879,0.0005338661,0.0001085233,0.0001135702,0.02165839,0.821009,0.1558788],"study_design_scores_gemma":[0.000002048268,0.000007755234,0.0004936405,0.0002014167,0.000001756362,0.0002410754,0.00009255438,0.0000256525,0.00001461375,0.004026882,0.9948908,0.000001859289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001988332,0.3022628,0.0022286,0.03867064,0.01393184,0.00006796621,0.000174751,0.0001032735,0.6405719],"genre_scores_gemma":[0.008809491,0.1619516,0.003047112,0.03218405,0.006474551,0.0000878568,0.0001487646,0.00005060915,0.787246],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01753903,"threshold_uncertainty_score":0.05867386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214161143708221,"score_gpt":0.2426611883130606,"score_spread":0.2212450739422385,"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."}}