{"id":"W2587951054","doi":"10.1093/ndt/gfw175.17","title":"SP575PREVALENCE AND AWARENESS AND TREATMENT OF URAEMIC PRURITUS IN PEOPLE ON AEMODIALYSIS: INTERNATIONAL COMPARISONS FROM THE DOPPS","year":2016,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Internal medicine","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":[0.001178944,0.0002813264,0.00031681,0.00182792,0.0003356521,0.0006998355,0.0002703843,0.0003677672,0.0014738],"category_scores_gemma":[0.002923657,0.0001868506,0.0006755373,0.002224657,0.000341046,0.0005856772,0.001031113,0.0004100163,0.0001784654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004655613,"about_ca_system_score_gemma":0.0003419919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01271952,"about_ca_topic_score_gemma":0.006806777,"domain_scores_codex":[0.9993437,0.0001938134,0.0001009233,0.0001070059,0.0001332855,0.000121311],"domain_scores_gemma":[0.99803,0.000267012,0.001010805,0.00007861826,0.000335304,0.0002783055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002560847,0.00003394913,0.9935012,0.00009508176,0.000188905,0.00005881546,0.0006557754,0.00004916864,0.00009159153,0.00007335111,0.0004078599,0.004588125],"study_design_scores_gemma":[0.000008850166,0.00006870915,0.9986833,0.00003042856,0.00003378409,0.00008029252,0.0006155182,0.00002781188,0.00002479762,0.00001292284,0.0004110299,0.00000262357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993843,0.0008897634,0.00007713203,0.0001111183,0.00001786143,0.00002637299,0.002962771,0.00000274966,0.002069163],"genre_scores_gemma":[0.9971246,0.0003938806,0.00007352979,0.00004974843,0.00001304435,0.000021086,0.002210059,0.000001837525,0.000112216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01271952,"threshold_uncertainty_score":0.02529097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674801981915814,"score_gpt":0.274663770677582,"score_spread":0.2579157508584239,"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."}}