{"id":"W2014128320","doi":"10.1097/00002480-200303000-00238","title":"BLOOD PUMP SPEED, RECIRCULATION, AND UREA CLEARANCE IN HEMODIALYSIS PATIENTS WITH DYSFUNCTIONAL CATHETERS","year":2003,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Urea; Arterial line; Catheter; Medicine; Nuclear medicine; Chemistry; Surgery","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":[0.0006283597,0.0001610178,0.0002942541,0.0002048505,0.0006737321,0.00003253474,0.00008065648,0.000122274,0.0005170868],"category_scores_gemma":[0.0001037831,0.0001261725,0.00008774539,0.0003013155,0.00005289684,0.0002177447,0.00001518057,0.0006510994,0.0000400176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604418,"about_ca_system_score_gemma":0.0001832928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008237502,"about_ca_topic_score_gemma":0.0001831845,"domain_scores_codex":[0.998129,0.0003193362,0.0004858402,0.0002405211,0.0003536876,0.0004716577],"domain_scores_gemma":[0.9990192,0.0001216592,0.000276376,0.0001644407,0.0002066712,0.0002116641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001543689,0.0002396934,0.9960448,0.00001618875,0.00009702363,0.00001003631,0.001331013,0.000183893,0.00005308384,0.0002149843,0.000285714,0.001369201],"study_design_scores_gemma":[0.004542212,0.0001468702,0.9889142,0.0001121513,0.0001576455,0.00003299227,0.0004041414,0.00005030366,0.00001907513,0.0006304242,0.004773769,0.0002161993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968356,0.0001283053,0.0002706842,0.0002881278,0.0002867433,0.0001928292,0.000007741349,0.00001347982,0.001976427],"genre_scores_gemma":[0.9983048,0.0001139782,0.0004385279,0.0005591886,0.0001514164,0.000007135161,0.0000131782,0.00002416162,0.0003875524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007130583,"threshold_uncertainty_score":0.5661739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732204331128115,"score_gpt":0.2748966255906178,"score_spread":0.2575745822793366,"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."}}