{"id":"W4416337154","doi":"10.1186/s12871-025-03442-y","title":"Combination of extracorporeal membrane oxygenation and continuous renal replacement therapy: a systematic review of the past decade (2014–2023)","year":2025,"lang":"en","type":"article","venue":"BMC Anesthesiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extracorporeal membrane oxygenation; Anesthesiology; Renal replacement therapy; Prospective cohort study; Mortality rate; Acute kidney injury; Extracorporeal; Critically ill","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007450482,0.0001140025,0.0005283727,0.00006796182,0.00002316334,0.000003326288,0.000169175,0.00009644881,0.00003568414],"category_scores_gemma":[0.0001457536,0.00007716434,0.00007542891,0.0001535144,0.0000527399,0.00003045696,0.00002147374,0.00007382056,0.000002197761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000203563,"about_ca_system_score_gemma":0.00002861756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006172129,"about_ca_topic_score_gemma":0.000005947935,"domain_scores_codex":[0.9987169,0.0002649415,0.0006348298,0.0001462057,0.0001312269,0.0001059127],"domain_scores_gemma":[0.9990686,0.0002424345,0.000251801,0.0003321704,0.00008287322,0.0000221723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0001371556,0.0001950136,0.1458654,0.8025916,0.0003962465,0.00000624796,0.000197999,0.0002746326,0.02065579,0.02730579,0.001419884,0.0009541885],"study_design_scores_gemma":[0.00451422,0.0009346638,0.780539,0.1434575,0.001367859,0.00025608,0.0002899331,0.01234388,0.04823061,0.005187776,0.001986801,0.0008917075],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563674,0.0397114,0.001246153,0.0001408294,0.0001631296,0.001828382,0.000004841044,0.00006177185,0.0004760555],"genre_scores_gemma":[0.9988446,0.0005879684,0.00017066,0.00021109,0.000007878908,0.00008678583,0.000009840684,0.00001011752,0.00007107634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6591341,"threshold_uncertainty_score":0.314667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168536294696305,"score_gpt":0.2300926924761776,"score_spread":0.2184073295292145,"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."}}