{"id":"W1530752680","doi":"10.1111/j.1492-7535.2004.0085bv.x","title":"Hemodialysis in the Elderly","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Polypharmacy; Dialysis; Depression (economics); Malignancy; Quality of life (healthcare); Population; Anemia; Erythropoietin; Pediatrics; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002561996,0.0001092774,0.0001889649,0.0002883218,0.0004584024,0.0003514118,0.00008760695,0.0002424988,0.001299008],"category_scores_gemma":[0.000723123,0.00005894281,0.0001807699,0.0003514074,0.0001407869,0.0003131701,0.000297861,0.0002905545,0.0002240704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756193,"about_ca_system_score_gemma":0.0003153127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007827,"about_ca_topic_score_gemma":0.001568447,"domain_scores_codex":[0.9998511,0.00003435851,0.00001832471,0.00002283139,0.00003286823,0.00004037344],"domain_scores_gemma":[0.9997377,0.00003282228,0.0001028585,0.00001226734,0.000029089,0.00008534205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001090973,0.00008703184,0.9721372,0.00006251438,0.00003634939,0.003669675,0.0003014731,0.00004694143,0.0006061509,0.0001345285,0.001783817,0.02102521],"study_design_scores_gemma":[0.00001836884,0.0002753754,0.9674789,0.0001251178,0.00005499641,0.02448812,0.0007452545,0.0001502966,0.0001861893,0.0003666874,0.006104254,0.000006490319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871815,0.007479623,0.000281166,0.0007715367,0.0001433307,0.00002021141,0.0002101254,0.000009128362,0.003903309],"genre_scores_gemma":[0.9951893,0.003122679,0.0001312874,0.00050136,0.0002310239,0.00001256427,0.0001786892,0.000001863456,0.0006312513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001299008,"threshold_uncertainty_score":0.004345596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828110380426805,"score_gpt":0.2855725757964361,"score_spread":0.257291471992168,"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."}}