{"id":"W2171575717","doi":"10.1093/ndt/gfl265","title":"Continuous renal replacement therapy (CRRT) in children using the AQUARIUS™","year":2006,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Renal replacement therapy; Intensive care medicine; Hemodialysis; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002745579,0.0001428432,0.0002706209,0.0001594419,0.00009494452,0.00001607867,0.00006245155,0.0001140236,0.000130771],"category_scores_gemma":[0.00000635841,0.00009889115,0.0001100014,0.0003040261,0.00008217038,0.00006565905,0.000002834998,0.0001835258,0.00001619824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004795341,"about_ca_system_score_gemma":0.00004765058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009505087,"about_ca_topic_score_gemma":0.0002866698,"domain_scores_codex":[0.9988059,0.0001528938,0.000355315,0.0002681977,0.0001970084,0.000220623],"domain_scores_gemma":[0.9995373,0.00007278486,0.0001078799,0.0002083768,0.00004300839,0.00003057813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003408925,0.0002623977,0.7374871,0.00001214738,0.0001966405,0.0000388726,0.0003094564,0.003080341,0.252401,0.0002548046,0.0004857976,0.00206251],"study_design_scores_gemma":[0.007114715,0.0002831938,0.9529349,0.00003134424,0.0003373077,0.0002837784,0.00002856048,0.001909132,0.03546665,0.0001400301,0.00131895,0.0001514424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928423,0.000261365,0.004806393,0.0009324922,0.00006801367,0.0004613996,0.000009439706,0.00004768536,0.0005708874],"genre_scores_gemma":[0.9961135,0.0003783141,0.0003066361,0.002415007,0.0002417936,0.00003417815,0.0003476405,0.00001314815,0.0001498049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2169343,"threshold_uncertainty_score":0.4032664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009594894678428724,"score_gpt":0.2487800890920881,"score_spread":0.2391851944136594,"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."}}