{"id":"W2130281254","doi":"10.1093/ndt/gfl461","title":"Pruritus in haemodialysis patients: international results from the Dialysis Outcomes and Practice Patterns Study (DOPPS)","year":2006,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":630,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Medicine; Dialysis; Depression (economics); Internal medicine; Quality of life (healthcare); Hemodialysis; Odds ratio; End stage renal disease; Disease","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":[0.0004873806,0.0002183546,0.0004984837,0.0002773182,0.0001235717,0.00004214688,0.0001548216,0.0001627852,0.00006165255],"category_scores_gemma":[0.0006036781,0.0001610664,0.0001454698,0.000283628,0.0001220376,0.000292506,0.00002248851,0.0002145963,0.00001850466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000412716,"about_ca_system_score_gemma":0.00003505826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004317863,"about_ca_topic_score_gemma":0.008035096,"domain_scores_codex":[0.9974164,0.0007144613,0.0007706144,0.0005059976,0.0003663798,0.0002261588],"domain_scores_gemma":[0.9966569,0.002545673,0.0002585078,0.0003338072,0.000148142,0.00005696546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003378795,0.001649001,0.9886391,0.000007784752,0.0007982813,0.0002253412,0.00300505,0.0001174816,0.0000455668,0.00001479831,0.0004916515,0.001627193],"study_design_scores_gemma":[0.01007087,0.00007121212,0.9848087,0.00001395046,0.003412322,0.00002006183,0.0006045609,0.0001661239,0.00003201502,0.0001431931,0.0005193762,0.0001375783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901953,0.0001025575,0.0002754401,0.007552942,0.0001731637,0.0005582266,0.0003929889,0.00004831768,0.0007010314],"genre_scores_gemma":[0.9933888,0.0003617188,0.0001617731,0.002533145,0.000136582,0.000100751,0.00326713,0.00001451626,0.00003562421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006692073,"threshold_uncertainty_score":0.6568097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158747980856339,"score_gpt":0.277540936120231,"score_spread":0.2659534563116676,"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."}}