{"id":"W2016616961","doi":"10.1046/j.1492-7535.2003.01280.x","title":"Pediatric Bone Marrow Transplant (BMT) Recipients with Acute Renal Failure (ARF): Assessment of an Algorithm to Prevent Fluid Overload including Early Initiation of Renal Replacement Therapy (RRT)","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Renal replacement therapy; Hemodialysis; Septic shock; Furosemide; Internal medicine; Sepsis; Surgery","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":[0.002315675,0.0004155007,0.000340345,0.001153558,0.0006470106,0.0007789945,0.0005760797,0.0004592934,0.0007557743],"category_scores_gemma":[0.004128518,0.0001831426,0.0002196049,0.0004299489,0.0002307158,0.0009251243,0.0005882442,0.0006312215,0.0002441641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008541311,"about_ca_system_score_gemma":0.001642676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032409,"about_ca_topic_score_gemma":0.00369032,"domain_scores_codex":[0.9993221,0.0002833474,0.0001573417,0.00005856731,0.0001151827,0.0000634949],"domain_scores_gemma":[0.9985261,0.0002605654,0.0005839169,0.00003981965,0.0003206073,0.0002691129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005630568,0.0004670212,0.9201229,0.0002425484,0.00003159347,0.00165473,0.0004810778,0.001358553,0.002871384,0.0002430223,0.003783277,0.06818083],"study_design_scores_gemma":[0.0002281165,0.003499815,0.9667394,0.0005392043,0.00008727849,0.006382195,0.001856429,0.009874125,0.004217501,0.0004936738,0.006044195,0.00003810396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808267,0.003062017,0.007676824,0.002645988,0.00005476037,0.001714925,0.0004813532,0.000182115,0.003355228],"genre_scores_gemma":[0.9433044,0.002297309,0.05079826,0.0004592607,0.0001057106,0.001069813,0.001109637,0.00001960575,0.0008359033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002315675,"threshold_uncertainty_score":0.01224661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833595458864224,"score_gpt":0.3142890330862618,"score_spread":0.2959530784976195,"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."}}