{"id":"W3029877512","doi":"10.1159/000508125","title":"Extracorporeal Blood Purification and Organ Support in the Critically Ill Patient during COVID-19 Pandemic: Expert Review and Recommendation","year":2020,"lang":"en","type":"review","venue":"Blood Purification","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Intensive care medicine; Extracorporeal; Medicine; Coronavirus disease 2019 (COVID-19); Organ dysfunction; Critically ill; Pandemic; Extracorporeal membrane oxygenation; Organ system; Disease; Immunology; Infectious disease (medical specialty); Surgery; Internal medicine; Sepsis","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":[0.002702302,0.001044488,0.002940023,0.003915039,0.0003669693,0.001775703,0.001783328,0.002543852,0.007789737],"category_scores_gemma":[0.01019418,0.0003660256,0.003465384,0.003053767,0.0004312235,0.001539571,0.0008172804,0.001791456,0.001362009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154512,"about_ca_system_score_gemma":0.004405296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002936378,"about_ca_topic_score_gemma":0.006144763,"domain_scores_codex":[0.9986789,0.0003358617,0.0003929704,0.0001439089,0.0003712346,0.00007713953],"domain_scores_gemma":[0.9948676,0.003135259,0.0007789342,0.00008081074,0.001035907,0.0001014544],"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":[0.0001840072,0.00005683825,0.0002717515,0.3351492,0.001559566,0.0002149238,0.0001234756,0.0003065337,0.000500133,0.001724579,0.06183002,0.5980791],"study_design_scores_gemma":[0.0001341928,0.0001442352,0.001295243,0.3635266,0.006215495,0.0008839139,0.000129553,0.000150944,0.0003352406,0.002078745,0.625056,0.00004975255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005935088,0.9977145,0.00009459782,0.001083549,0.0003299056,0.00003017128,0.00009098885,0.000006063698,0.0005908675],"genre_scores_gemma":[0.0005167804,0.9979714,0.0002624386,0.000745932,0.0001753496,0.00003189695,0.00007602642,0.000001795625,0.0002184248],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007789737,"threshold_uncertainty_score":0.02605927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05515638157581872,"score_gpt":0.3147356452304481,"score_spread":0.2595792636546294,"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."}}