{"id":"W2078145304","doi":"10.1111/j.1542-4758.2007.00154.x","title":"An evaluation of blood volume changes during ultrafiltration pulses and natriuretic peptides in the assessment of dry weight in hemodialysis patients","year":2007,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Ultrafiltration (renal); Blood volume; Internal medicine; Natriuretic peptide; Intravascular volume status; Cardiology; Body water; Volume overload; Peritoneal dialysis; Urology; Body weight; Heart failure; Hemodynamics; Chromatography; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.002409189,0.0001321048,0.0003189657,0.0008581789,0.00002932151,0.00002451486,0.0001572844,0.00006004083,0.0001106855],"category_scores_gemma":[0.0001972653,0.0001010866,0.0001144138,0.0004892158,0.0000695676,0.0001427807,0.00002869865,0.00009674842,6.32552e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130881,"about_ca_system_score_gemma":0.00005346043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001229638,"about_ca_topic_score_gemma":0.0006615058,"domain_scores_codex":[0.9974173,0.0002107493,0.0005930568,0.0002749353,0.001355409,0.0001485633],"domain_scores_gemma":[0.9990038,0.00009554886,0.0002727945,0.0002337549,0.0003443742,0.00004972662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001098141,0.001725675,0.9747421,0.00007327503,0.0003127937,0.000006136676,0.001016955,0.0007148987,0.01183295,0.0002681099,0.000007837742,0.009189429],"study_design_scores_gemma":[0.002793381,0.000111211,0.9739372,0.00008755667,0.0010171,8.541782e-7,0.0004545676,0.01607674,0.005254746,0.0001648251,0.00001262202,0.00008917429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969209,0.00008955658,0.0001600544,0.0002813554,0.00007524595,0.0004328281,0.00001506163,0.000005575993,0.002019441],"genre_scores_gemma":[0.9988592,0.000110091,0.0005186589,0.00005891433,0.0001051282,0.00004326839,0.000275322,0.000008903194,0.00002046986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01536184,"threshold_uncertainty_score":0.4122192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434365377322503,"score_gpt":0.3030611267908156,"score_spread":0.2887174730175906,"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."}}