{"id":"W3092010268","doi":"10.1111/hdi.12879","title":"Adequacy of hemodialysis in acute kidney injury: Real‐time monitoring of dialysate ultraviolet absorbance vs. blood‐based Kt/Vurea","year":2020,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Urology; Kt/V; Blood urea nitrogen; Surgery; Internal medicine; Kidney","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":[0.00374908,0.0002592586,0.0004081069,0.000614022,0.0001469359,0.0007342849,0.0004156976,0.0003758508,0.0005073773],"category_scores_gemma":[0.00599173,0.0001440991,0.0003605115,0.0006207772,0.0004178733,0.0005362861,0.0003973019,0.000440411,0.0001363853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205979,"about_ca_system_score_gemma":0.0001970093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002412643,"about_ca_topic_score_gemma":0.0002262091,"domain_scores_codex":[0.9977533,0.001152943,0.0002315337,0.0002823641,0.00051517,0.00006467834],"domain_scores_gemma":[0.9936081,0.003427907,0.002134508,0.0002108994,0.0003916861,0.0002268012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001718894,0.00009572952,0.9874054,0.0001085391,0.0001519158,0.00006949861,0.0001242319,0.0002162936,0.001933407,0.00003868173,0.000038311,0.0080992],"study_design_scores_gemma":[0.0000345262,0.002047375,0.9897995,0.00003826468,0.0002124497,0.001362626,0.0001925338,0.003211245,0.00277396,0.00008211596,0.0002312844,0.00001409702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969255,0.001926465,0.0008169892,0.00002090749,0.00001034971,0.000009847635,0.00003424327,0.000005706325,0.0002499629],"genre_scores_gemma":[0.9991727,0.0002107645,0.0005269195,0.000009235809,0.00001514757,0.000006252778,0.00003403734,0.000001480631,0.0000233045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00374908,"threshold_uncertainty_score":0.01982731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331350586554706,"score_gpt":0.3181710210007083,"score_spread":0.2948575151351612,"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."}}