{"id":"W2904925526","doi":"10.1111/hdi.12689","title":"Dermatologic manifestations in end stage renal disease","year":2018,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; End stage renal disease; Hemodialysis; Intensive care medicine; Stage (stratigraphy); Disease; Dermatology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001949812,0.0003176749,0.001029691,0.0007401447,0.0000486887,0.00005015142,0.0002995868,0.0001773563,0.004173048],"category_scores_gemma":[0.0002432488,0.0002599979,0.0006326103,0.0002989554,0.000123166,0.00008919028,0.00009687142,0.000280392,0.0004436473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188662,"about_ca_system_score_gemma":0.0004634249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002185429,"about_ca_topic_score_gemma":0.00004155311,"domain_scores_codex":[0.9979174,0.00010141,0.0007496448,0.0004948507,0.0004998322,0.000236839],"domain_scores_gemma":[0.9989041,0.0001398581,0.000271414,0.0003922338,0.0001169745,0.0001753869],"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":[0.0001284923,0.002024463,0.008093206,0.0134557,0.002701808,0.006482396,0.0003280316,0.00001293139,5.65284e-7,0.009335036,0.02738399,0.9300534],"study_design_scores_gemma":[0.0004421593,0.00002079659,0.0008509461,0.003136199,0.0007653301,0.0002055391,0.000015295,0.000172654,1.727619e-7,0.0003436863,0.9938108,0.0002364575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003577528,0.9822236,0.000114927,0.0005686753,0.0004221603,0.0005411812,0.0003758006,0.00005220103,0.01534376],"genre_scores_gemma":[0.0006940943,0.9875768,0.000478379,0.0002714829,0.0002820612,0.0001697961,0.00292273,0.00003880331,0.007565877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9664268,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05315112125766711,"score_gpt":0.3583562857328735,"score_spread":0.3052051644752063,"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."}}