{"id":"W4319346644","doi":"10.1186/s13054-023-04310-2","title":"Rationale for sequential extracorporeal therapy (SET) in sepsis","year":2023,"lang":"en","type":"review","venue":"Critical Care","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tornado Spectral Systems (Canada)","funders":"","keywords":"Medicine; Sepsis; Extracorporeal; Extracorporeal membrane oxygenation; Intensive care medicine; Septic shock; Extracorporeal circulation; ARDS; Multiple organ dysfunction syndrome; Immunology; Hemofiltration; Organ dysfunction; Pathogen; Hemodialysis; Internal medicine; Lung","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005230434,0.0005889584,0.0008632899,0.0004906246,0.0004341096,0.001564256,0.001142055,0.002252751,0.004546258],"category_scores_gemma":[0.006723556,0.0002605061,0.0009151227,0.0003231846,0.001240736,0.0009430561,0.001086967,0.00494672,0.001044488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501909,"about_ca_system_score_gemma":0.002438921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003370554,"about_ca_topic_score_gemma":0.0006162751,"domain_scores_codex":[0.9978846,0.001060243,0.0003043969,0.0002719548,0.000340397,0.000138323],"domain_scores_gemma":[0.9965315,0.001911872,0.000431645,0.0001801014,0.0004916311,0.0004531766],"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":[0.01297251,0.003195788,0.01561187,0.007620598,0.0007716499,0.003776297,0.0004009003,0.009855727,0.01323062,0.2246103,0.04318209,0.6647717],"study_design_scores_gemma":[0.01130331,0.03128997,0.02331083,0.01630211,0.001554622,0.01436103,0.0007275303,0.0219423,0.02623183,0.1539571,0.6986305,0.0003889432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1771439,0.2808982,0.1507596,0.2531616,0.03387253,0.005835624,0.001290292,0.0009066016,0.09613165],"genre_scores_gemma":[0.7430994,0.06022347,0.1067933,0.05412279,0.01500129,0.004943068,0.0006118531,0.0001049796,0.01509982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005230434,"threshold_uncertainty_score":0.02766156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2138981505808791,"score_gpt":0.4071690657280088,"score_spread":0.1932709151471297,"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."}}