{"id":"W2124065212","doi":"10.1038/sj.ki.5000184","title":"Cross-sectional validity of a modified Edmonton symptom assessment system in dialysis patients: A simple assessment of symptom burden","year":2006,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":306,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Quality of life (healthcare); Comorbidity; Dialysis; Kidney disease; Hemodialysis; Internal medicine; Intraclass correlation; Physical therapy; Distress; Cross-sectional study; Checklist; Psychometrics; Clinical psychology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005317485,0.0001923696,0.0004825327,0.000492783,0.00003814522,0.0000480197,0.0002255791,0.00008832669,0.0004018051],"category_scores_gemma":[0.0001143213,0.0001682706,0.0003628819,0.0002830079,0.00007379656,0.0001307236,0.0001299412,0.0001244921,0.000004204754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007732166,"about_ca_system_score_gemma":0.000291594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675203,"about_ca_topic_score_gemma":0.00003538592,"domain_scores_codex":[0.9969201,0.00009885469,0.001041882,0.0003734956,0.001363755,0.0002018753],"domain_scores_gemma":[0.998524,0.00008635646,0.000469899,0.0002900948,0.0004768472,0.0001528356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009147372,0.001547017,0.9802191,0.0002606302,0.000551792,0.000009951232,0.00003329744,0.003471969,0.001145516,0.01138195,0.001066624,0.0002207399],"study_design_scores_gemma":[0.003406863,0.0001193677,0.9614123,0.0001973567,0.0001972336,0.000001200946,0.00003516657,0.03303649,0.00022535,0.0002013718,0.001036547,0.0001307583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523177,0.000008529903,0.003104941,0.0002273948,0.0004228456,0.0004582637,0.0004477746,0.0000306788,0.04298184],"genre_scores_gemma":[0.9963015,0.000005690959,0.000694364,0.00006213252,0.0002964731,0.00009310471,0.001996573,0.00001731574,0.0005328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04398381,"threshold_uncertainty_score":0.6861876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572882936498476,"score_gpt":0.3198311871658609,"score_spread":0.3041023578008761,"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."}}