{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002712782,0.000219221,0.0003679405,0.0004440833,0.0004907243,0.0004495528,0.0001718047,0.0003729869,0.000449343],"category_scores_gemma":[0.0007635862,0.0001307622,0.0001846276,0.0005527046,0.0002183603,0.0003387475,0.0002577458,0.0004565948,0.00009062748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004090438,"about_ca_system_score_gemma":0.0002788919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187995,"about_ca_topic_score_gemma":0.001726364,"domain_scores_codex":[0.9997942,0.00003714159,0.00003320472,0.00005966161,0.00003753707,0.00003820951],"domain_scores_gemma":[0.9996341,0.00006552134,0.0001302447,0.00001595709,0.00004586261,0.0001082527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002301108,0.0001855527,0.9891419,0.00002995763,0.00004501237,0.001175965,0.0003405624,0.00009419851,0.002588895,0.00002999688,0.0001189121,0.003948036],"study_design_scores_gemma":[0.00002950217,0.001091769,0.9955857,0.000009051428,0.00004459686,0.001506254,0.0004062833,0.0003180312,0.0006722019,0.00003875297,0.0002887972,0.000009106825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994061,0.0002496779,0.00004000879,0.0000135056,0.000003316005,0.000006150914,0.00008776113,0.000001492784,0.0001920642],"genre_scores_gemma":[0.9996876,0.00008473667,0.0000545369,0.00001548094,0.000005667186,0.000007432231,0.00009546655,5.728224e-7,0.00004847334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002187995,"threshold_uncertainty_score":0.004350483,"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."}}