{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006932716,0.0007372164,0.001186061,0.001639542,0.0008852168,0.001512958,0.0009764383,0.001514817,0.001382967],"category_scores_gemma":[0.01899046,0.0007879813,0.002043361,0.001214191,0.0008122347,0.001845677,0.001920798,0.001613718,0.0002886389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008577838,"about_ca_system_score_gemma":0.0009240642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005536842,"about_ca_topic_score_gemma":0.009498818,"domain_scores_codex":[0.9963002,0.001578211,0.0006188991,0.0004090622,0.0008930251,0.000200643],"domain_scores_gemma":[0.9835157,0.008187959,0.004098747,0.001060245,0.00201391,0.001123433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001451736,0.000138658,0.9978769,0.00001260777,0.0002229523,0.00001461425,0.0001376518,0.0001280655,0.0001283912,0.00003456531,0.00007693013,0.001083459],"study_design_scores_gemma":[0.00003196072,0.0002072897,0.9984826,0.000008332864,0.00004879166,0.00005447376,0.0002232555,0.0007083431,0.000065141,0.00005076482,0.0001100662,0.000008881174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984164,0.0001707095,0.0002108733,0.00008379067,0.00003144905,0.00006303181,0.0003402313,0.000006244578,0.0006773851],"genre_scores_gemma":[0.998597,0.00009295074,0.0004330597,0.00006878464,0.00002591036,0.00006699576,0.0005540931,0.000004765097,0.0001565369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006932716,"threshold_uncertainty_score":0.03666419,"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."}}