{"id":"W3171821490","doi":"10.1093/ndt/gfab129.003","title":"FC 113UTILITY OF A SINGLE ITCH-RELATED QUESTION AND THE SKINDEX-10 QUESTIONNAIRE FOR ASSESSING PRURITUS AND PREDICTING HEALTH RELATED QUALITY OF LIFE IN HEMODIALYSIS PATIENTS","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Itching; Quality of life (healthcare); Hemodialysis; Mood; Kidney disease; Disease; Dialysis; Physical therapy; Internal medicine; Surgery; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004235744,0.000358844,0.0006929286,0.001724721,0.0003554684,0.0009925214,0.0004293824,0.0005530171,0.00192188],"category_scores_gemma":[0.008151155,0.0002269832,0.001563027,0.001783723,0.0002989791,0.0005815737,0.0007974888,0.00062209,0.000292167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000728039,"about_ca_system_score_gemma":0.0009069428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005336765,"about_ca_topic_score_gemma":0.008431275,"domain_scores_codex":[0.9965608,0.001766774,0.000552393,0.0003176104,0.0005244896,0.0002779077],"domain_scores_gemma":[0.9921277,0.002492616,0.003596846,0.0002930312,0.0008960872,0.0005937406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009989707,0.00009207821,0.9958898,0.0000285585,0.0001164949,0.00001938707,0.00006328594,0.0001018987,0.00004683153,0.00001206298,0.0002301322,0.003299653],"study_design_scores_gemma":[0.00003167032,0.0003143554,0.9976603,0.00003266471,0.00007548492,0.0001388521,0.0002316541,0.0009726895,0.00011083,0.00002390745,0.0003983876,0.000009192834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968113,0.0004702448,0.0002300501,0.00009800607,0.00001314786,0.00008256623,0.001600671,0.000008136646,0.0006859243],"genre_scores_gemma":[0.9977044,0.000112098,0.0008312197,0.00005588352,0.00001873251,0.0001226867,0.0009594252,0.000001802886,0.0001936069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005336765,"threshold_uncertainty_score":0.02240103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646121828239443,"score_gpt":0.2949680091026505,"score_spread":0.278506790820256,"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."}}