{"id":"W2120777698","doi":"10.2215/cjn.00510109","title":"Is Maximum Conservative Management an Equivalent Treatment Option to Dialysis for Elderly Patients with Significant Comorbid Disease?","year":2009,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":452,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Medicine; Dialysis; Confidence interval; Renal replacement therapy; Odds ratio; Cohort; Internal medicine; Cohort study; Comorbidity; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004623976,0.0001974754,0.0009152328,0.00006480316,0.00008035752,0.00001348727,0.0002743258,0.00003739811,0.00001945189],"category_scores_gemma":[0.00002888512,0.0001078068,0.001293648,0.0002964736,0.0004896855,0.00005078186,0.0000544103,0.0001159143,0.000001946537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193457,"about_ca_system_score_gemma":0.0000987678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001180937,"about_ca_topic_score_gemma":0.000001271366,"domain_scores_codex":[0.9979229,0.0002223348,0.0008682965,0.0002885149,0.0004387766,0.0002592028],"domain_scores_gemma":[0.997421,0.0001800973,0.001125659,0.0004452035,0.0004056036,0.000422447],"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":[0.04480543,0.02320747,0.2531991,0.00019972,0.01581883,0.00005870205,0.001563453,0.001003211,0.000890862,0.0004763887,0.1000765,0.5587004],"study_design_scores_gemma":[0.005207547,0.02640373,0.9383258,0.00009127619,0.003882441,0.00000130981,0.0005437425,0.0002426159,0.00003000983,0.0006404127,0.02449454,0.0001366117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556804,0.00003814541,0.004765685,0.03842815,0.00007920746,0.000924721,0.00004156142,0.000006983054,0.00003514889],"genre_scores_gemma":[0.9343109,0.0004571918,0.0106862,0.05419565,0.0001859089,0.00001831527,0.0000160111,0.00001498769,0.000114881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6851267,"threshold_uncertainty_score":0.4396235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05116127279798956,"score_gpt":0.3671519067921275,"score_spread":0.315990633994138,"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."}}