{"id":"W2800374483","doi":"10.1093/ckj/sfy007","title":"Multi-intervention management of calcific uremic arteriolopathy in 24 patients","year":2018,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Calciphylaxis; Hemodialysis; Discontinuation; Cinacalcet; Surgery; Peritoneal dialysis; Dialysis; Kidney disease; End stage renal disease; Renal replacement therapy; Retrospective cohort study; Internal medicine; Disease; Secondary hyperparathyroidism","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":[0.0005061634,0.0001155863,0.0003372853,0.0001035492,0.0000443506,0.00001120567,0.00009478476,0.00009494419,0.0001001917],"category_scores_gemma":[0.0002045018,0.00008861312,0.0002624963,0.0001253099,0.0001303014,0.00006266315,0.00004298752,0.0002729603,0.0001381269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005597588,"about_ca_system_score_gemma":0.00005027234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005145965,"about_ca_topic_score_gemma":0.000003159215,"domain_scores_codex":[0.9983398,0.000107269,0.0009462548,0.0001996972,0.000198,0.00020902],"domain_scores_gemma":[0.9990298,0.00002250207,0.0002768701,0.0001857595,0.0001322194,0.0003528889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000656785,0.005020579,0.9646623,0.000025659,0.000186453,0.0001219404,0.00009131951,1.618935e-7,0.0001133739,0.000008582527,0.01531918,0.01379366],"study_design_scores_gemma":[0.01939045,0.002130635,0.9740826,0.0004156505,0.0001214838,0.00002937253,0.0001066448,0.0001726219,0.00008074987,0.0001510502,0.003235063,0.00008360206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996254,0.0004083226,0.0007960193,0.0002060739,0.001051786,0.0002421843,0.000008752217,0.000008621536,0.001024195],"genre_scores_gemma":[0.9957355,0.0004118251,0.002753535,0.0003690321,0.0001346228,0.000004900582,0.00002124686,0.00001208807,0.0005572101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01873367,"threshold_uncertainty_score":0.3613538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05635508723221611,"score_gpt":0.4020112245444214,"score_spread":0.3456561373122053,"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."}}