{"id":"W1897284985","doi":"10.1111/j.1542-4758.2012.00672.x","title":"Can strict volume control be the key for treatment and prevention of posterior reversible encephalopathy syndrome in hemodialysis patients?","year":2012,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Neurological Complications and Syndromes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Posterior reversible encephalopathy syndrome; Hemodialysis; Encephalopathy; Hypertensive encephalopathy; Intensive care medicine; Blood pressure; Pediatrics; Internal medicine; Magnetic resonance imaging; Radiology","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":[0.0005297483,0.0004249768,0.0009271963,0.0004838089,0.000673765,0.0008866763,0.0005557413,0.003521216,0.001599584],"category_scores_gemma":[0.004722269,0.0001545778,0.0003697808,0.0002147599,0.001058263,0.00245492,0.0004432178,0.002796322,0.000395678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855049,"about_ca_system_score_gemma":0.0009557807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003980203,"about_ca_topic_score_gemma":0.0004560621,"domain_scores_codex":[0.9996383,0.00009344045,0.0000556909,0.00006504589,0.00006271997,0.00008480656],"domain_scores_gemma":[0.9991338,0.000345474,0.0001855343,0.00004140288,0.00005437844,0.0002393772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002741299,0.002443704,0.1820069,0.002408565,0.0005850996,0.2187924,0.001519807,0.002545753,0.01864854,0.0190189,0.04151474,0.5077744],"study_design_scores_gemma":[0.001596871,0.00427455,0.2035971,0.005981393,0.0009921138,0.499423,0.006060511,0.007287978,0.02113679,0.1041349,0.1447154,0.0007994052],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5268912,0.1061771,0.02408523,0.2987382,0.01091822,0.0002820814,0.0002188571,0.0007550427,0.03193404],"genre_scores_gemma":[0.9311688,0.02656675,0.006902922,0.02059041,0.01307219,0.0001206605,0.0001476991,0.00003698331,0.001393653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003521216,"threshold_uncertainty_score":0.005351126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562036941006332,"score_gpt":0.2738536779424629,"score_spread":0.2482333085323996,"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."}}