{"id":"W4396992061","doi":"10.1681/asn.20213210s1316c","title":"Intradialytic and Interdialytic Urea Dynamics in Blood and Cerebrospinal Fluid in Hemodialysis Patients","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Cerebrospinal fluid; Urea; Intensive care medicine; Internal medicine; Cardiology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002058738,0.0001000609,0.0006536712,0.00006384996,0.00001794648,0.000004913529,0.00008967541,0.00005458975,0.000008890558],"category_scores_gemma":[0.0001540242,0.00006818481,0.0001991392,0.0003876484,0.0006130635,0.00003684734,0.0001034784,0.0003465218,1.462334e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003876518,"about_ca_system_score_gemma":0.00009036921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008353074,"about_ca_topic_score_gemma":0.00006941404,"domain_scores_codex":[0.998999,0.0001301056,0.0004180535,0.0001336796,0.0001453963,0.0001737607],"domain_scores_gemma":[0.9992508,0.0001208759,0.0003505762,0.0001181968,0.0000829838,0.0000765559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006147049,0.0007585516,0.9587434,0.00007088079,0.0003014953,0.00004035188,0.000814385,0.00001593927,0.02060088,0.00007281159,0.000538553,0.01742804],"study_design_scores_gemma":[0.003175736,0.001011956,0.9926997,0.00003375484,0.0002721037,0.000253714,0.0007327189,0.0006163534,0.0001411708,0.0005407759,0.000460875,0.0000610952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989904,0.0003459316,0.00001633269,0.009549321,0.00004959643,0.00007245201,0.000002592393,0.000001577539,0.0000581322],"genre_scores_gemma":[0.9890437,0.00174319,0.0005826078,0.008559939,0.00004564421,9.343751e-7,8.797968e-7,0.000006571928,0.00001656461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03395635,"threshold_uncertainty_score":0.2780496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007255052858197365,"score_gpt":0.2386912204735675,"score_spread":0.2314361676153702,"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."}}