{"id":"W1997981274","doi":"10.1053/jarr.2002.35572","title":"The Acute Dialysis Quality Initiative—Part VII: Fluid composition and management in CRRT","year":2002,"lang":"en","type":"review","venue":"Advances in Renal Replacement Therapy","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Renal replacement therapy; Medicine; Dialysis; Intensive care medicine; Ultrafiltration (renal); Acute kidney injury; Hemofiltration; Hemodialysis; Surgery; Internal medicine; Chemistry; Biochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008864449,0.0004420573,0.001294962,0.0002800682,0.0001406618,0.00005260035,0.0001662684,0.0001247345,0.0001335323],"category_scores_gemma":[0.00002294764,0.0002770778,0.0002576137,0.0006073088,0.0001428791,0.0001892327,0.00005944211,0.0004035121,0.00002699107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316483,"about_ca_system_score_gemma":0.0000390114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006014148,"about_ca_topic_score_gemma":0.00002178249,"domain_scores_codex":[0.9969018,0.0004895402,0.001105136,0.0006306701,0.0005126684,0.0003602405],"domain_scores_gemma":[0.9984503,0.0004137878,0.0004497404,0.0005522331,0.00004488983,0.00008907363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009789364,0.0002398356,0.0001511149,0.001622273,0.0005140192,0.000076577,0.00005636055,0.000008587996,0.00001508616,0.0005069307,0.0006428208,0.9951875],"study_design_scores_gemma":[0.002368229,0.0002968787,0.0001022912,0.006524199,0.0002276712,0.00002499608,0.00003584057,0.00002662275,0.00005289255,0.00008120928,0.98998,0.0002792086],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002691468,0.991274,0.0001493453,0.0002779139,0.0002862596,0.001779792,0.00002419894,0.00003383992,0.005905527],"genre_scores_gemma":[0.00009913632,0.9969203,0.0002037089,0.00059042,0.0001263955,0.0006616553,0.0002110504,0.00003160566,0.001155728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9949083,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06219678592407241,"score_gpt":0.3963245956802158,"score_spread":0.3341278097561434,"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."}}