{"id":"W2771930531","doi":"10.1097/pcc.0000000000001357","title":"Fluid Overload and Extracorporeal Membrane Oxygenation: Is Renal Replacement Therapy a Buoy or an Anchor?*","year":2017,"lang":"en","type":"letter","venue":"Pediatric Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Renal replacement therapy; Intensive care unit; Buoy; Intensive care medicine; Internal medicine; Marine engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004963053,0.0007634618,0.001088967,0.0003284323,0.0002275326,0.00012602,0.0005946406,0.001052108,0.003755603],"category_scores_gemma":[0.0005658748,0.0005877804,0.0001353444,0.0002042757,0.0002486462,0.0002882486,0.00007839016,0.001731587,0.00003040462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598607,"about_ca_system_score_gemma":0.0001325194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000765513,"about_ca_topic_score_gemma":0.00001823422,"domain_scores_codex":[0.9956954,0.000116016,0.0009314122,0.001049069,0.001414131,0.0007940372],"domain_scores_gemma":[0.9970557,0.0005669832,0.000138584,0.001337689,0.0003616791,0.0005393495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000126869,0.00003183864,0.0006244722,0.003533004,0.0001005387,0.002490774,0.000849185,0.000003256935,0.0001836075,0.00006360817,0.9867188,0.005274036],"study_design_scores_gemma":[0.00319782,0.001817489,0.001222782,0.0002484745,0.001058437,0.0004634446,0.0002637937,0.001454885,0.0002373026,0.0004155368,0.9880661,0.001553873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07551856,0.1603725,0.003436416,0.7180662,0.01670262,0.005326321,0.002150855,0.003368677,0.01505785],"genre_scores_gemma":[0.5773925,0.006652969,0.001028566,0.3048398,0.1047157,0.0004764636,0.00299345,0.0006571256,0.001243367],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.501874,"threshold_uncertainty_score":0.9996573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04043337286796773,"score_gpt":0.3078103790910118,"score_spread":0.2673770062230441,"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."}}