{"id":"W4321501116","doi":"10.1111/hdi.13071","title":"Chronic kidney disease‐associated pruritus in patients undergoing hemodialysis: Xerosis and topical therapy","year":2023,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Kidney disease; Hemodialysis; Dermatology; Pathophysiology; Quality of life (healthcare); Disease; Internal medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004506669,0.0006486736,0.001621874,0.002113047,0.0002770923,0.0008130717,0.0005645082,0.0009194179,0.002426308],"category_scores_gemma":[0.0007413868,0.0002104374,0.000819226,0.001800742,0.0002590975,0.0007542023,0.0004354277,0.001117374,0.0005028481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003201401,"about_ca_system_score_gemma":0.0006820711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138152,"about_ca_topic_score_gemma":0.0026523,"domain_scores_codex":[0.9997892,0.00004582451,0.00004456195,0.00003012103,0.00007401872,0.00001635005],"domain_scores_gemma":[0.9996762,0.0001790558,0.00006902623,0.000005572369,0.00005333314,0.00001673219],"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":[0.00009882089,0.00008448779,0.0007436943,0.0435258,0.0002860574,0.000321734,0.00007879364,0.0001667225,0.0005077221,0.0008252492,0.0148479,0.938513],"study_design_scores_gemma":[0.0001476812,0.0003915557,0.01800176,0.06811707,0.002394087,0.01951104,0.0003601599,0.0004126162,0.0006651614,0.002493798,0.8874231,0.00008196964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001065356,0.9994482,0.00002032162,0.00008652274,0.00004091014,0.000002505278,0.000006166038,0.000001619066,0.00028711],"genre_scores_gemma":[0.0009747177,0.9986776,0.00005468909,0.00008173323,0.00007463203,0.000004112374,0.00001341603,3.712393e-7,0.0001186291],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002426308,"threshold_uncertainty_score":0.008116782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0339513058044918,"score_gpt":0.3219179669780237,"score_spread":0.2879666611735319,"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."}}