{"id":"W4361274844","doi":"10.33590/emjhepatol/10305703","title":"Management of Clinically Significant Itch in Cholestatic Liver Disease","year":2023,"lang":"en","type":"article","venue":"EMJ Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University of Toronto","funders":"","keywords":"Medicine; Primary sclerosing cholangitis; Cholestasis; Progressive familial intrahepatic cholestasis; Liver transplantation; Quality of life (healthcare); Internal medicine; Gastroenterology; Disease; Liver disease; Transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007164,0.0003066033,0.0006206234,0.0005979745,0.0007600087,0.000583045,0.0003868054,0.0009460016,0.001750735],"category_scores_gemma":[0.002383193,0.0001003658,0.0003758427,0.0003009599,0.0004275193,0.000690864,0.0009710172,0.00182748,0.0005081493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005263343,"about_ca_system_score_gemma":0.0005077029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007279644,"about_ca_topic_score_gemma":0.001741106,"domain_scores_codex":[0.9995669,0.0001524547,0.00006391074,0.00003215611,0.00008975383,0.00009498844],"domain_scores_gemma":[0.9995161,0.0001196081,0.00008904337,0.00001935666,0.000101191,0.0001547015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001041536,0.0007820416,0.05957308,0.002465702,0.0001485443,0.1194601,0.001799687,0.001677763,0.009710559,0.005774027,0.1185801,0.6789868],"study_design_scores_gemma":[0.0007943334,0.003528141,0.1303065,0.009561837,0.0002256473,0.4104179,0.005119242,0.005381019,0.006463344,0.02064196,0.4073499,0.0002101223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3299302,0.3184332,0.03985225,0.1269524,0.009388315,0.001256247,0.0003738497,0.001112682,0.1727007],"genre_scores_gemma":[0.8797534,0.06804038,0.01332973,0.02388549,0.00658471,0.0002443162,0.0003464991,0.00006939684,0.007746149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001750735,"threshold_uncertainty_score":0.005856812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149887984380852,"score_gpt":0.335811704201482,"score_spread":0.2943128243576735,"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."}}