{"id":"W3189064137","doi":"10.1186/s13054-021-03702-6","title":"Letter to the editor regarding Extracorporeal membrane oxygenation for COVID-19: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Critical Care","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Metro North Hospital and Health Service","keywords":"Extracorporeal membrane oxygenation; Medicine; Coronavirus disease 2019 (COVID-19); Meta-analysis; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Virology; Internal medicine; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001171443,0.0005083913,0.005975901,0.0001723527,0.0001348358,0.0001813237,0.0004031764,0.0003133809,0.0003842399],"category_scores_gemma":[0.005020499,0.0003108571,0.002807407,0.0007047089,0.0000320619,0.00008580995,0.00008264271,0.0003710366,0.00002566765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082558,"about_ca_system_score_gemma":0.00009148294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002004198,"about_ca_topic_score_gemma":0.00001699808,"domain_scores_codex":[0.9968888,0.0004753803,0.001196339,0.0006224071,0.0004644079,0.0003526302],"domain_scores_gemma":[0.9960479,0.002151733,0.0001109092,0.0009012278,0.0003029839,0.0004853199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[1.522047e-7,0.000002616034,1.162251e-8,0.9681261,0.01779724,0.000017498,0.00003284604,0.00001796403,5.068233e-8,0.0007526692,0.01301618,0.0002366772],"study_design_scores_gemma":[0.00001571358,0.000005253237,4.93349e-9,0.006973742,0.4910474,0.00001563775,0.00002801244,0.00004950622,2.777953e-7,0.000008689316,0.5016291,0.0002266766],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.575198e-9,0.97931,0.0143475,0.001486567,0.0005643081,0.003496979,0.0006127579,0.000118934,0.00006293323],"genre_scores_gemma":[0.00009141146,0.9757516,0.0007901083,0.01239734,0.002398565,0.007579475,0.0007540736,0.0001574787,0.0000799148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9611524,"threshold_uncertainty_score":0.9999344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114461019401843,"score_gpt":0.3732804105619482,"score_spread":0.2618343086217639,"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."}}