{"id":"W4410852637","doi":"10.1007/s12630-025-02965-9","title":"Functional outcomes among the survivors of veno-venous extracorporeal membrane oxygenation during the COVID-19 pandemic: a historical cohort study","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; Vancouver General Hospital; University of British Columbia; International Collaboration On Repair Discoveries; Vancouver Coastal Health; BC Mental Health & Substance Use Services","funders":"ZOLL Foundation; Heart and Stroke Foundation of Canada","keywords":"Extracorporeal membrane oxygenation; Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; 2019-20 coronavirus outbreak; Cohort; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort study; Intensive care medicine; Internal medicine; Virology; Disease; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005573212,0.0003992148,0.0003368714,0.0009570637,0.001107436,0.0009804005,0.0005084663,0.0006467812,0.001497061],"category_scores_gemma":[0.001481841,0.0004498083,0.0006125894,0.001195845,0.0005184836,0.0009698489,0.0007605626,0.001070033,0.0003004605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005263815,"about_ca_system_score_gemma":0.0004843135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02388115,"about_ca_topic_score_gemma":0.01935839,"domain_scores_codex":[0.999496,0.00007092179,0.00004497148,0.0001670442,0.00005756038,0.0001635946],"domain_scores_gemma":[0.9989575,0.00007889391,0.000315709,0.0001260022,0.0001474641,0.0003743953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000103951,0.00005284946,0.9989606,0.000003547737,0.00005053209,0.00009596781,0.0001542744,0.00001588035,0.0001140254,0.00002511246,0.00007259875,0.000350582],"study_design_scores_gemma":[0.000004456115,0.0001460205,0.9987863,0.000005362356,0.00002669839,0.0001846095,0.0006241024,0.0000593554,0.00001859512,0.00001894032,0.0001190657,0.000006478022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991504,0.000106404,0.00004383285,0.00002201592,0.000007163682,0.000006740043,0.0004020083,0.000001090507,0.0002604256],"genre_scores_gemma":[0.9992492,0.00009920893,0.00002784538,0.00001974962,0.000009357906,0.000006605523,0.0004693699,0.000001590734,0.0001171453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02388115,"threshold_uncertainty_score":0.04748428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852226576469338,"score_gpt":0.221611718012085,"score_spread":0.2030894522473917,"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."}}