{"id":"W3183768087","doi":"10.1097/cce.0000000000000489","title":"Awake Venovenous Extracorporeal Membrane Oxygenation for Coronavirus Disease 2019 Acute Respiratory Failure","year":2021,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Mechanical ventilation; Anesthesia; Respiratory failure; Hypoxemia; Oxygenation; Ventilation (architecture); Interquartile range; Surgery","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":[0.0001900937,0.0001654477,0.0001145786,0.0001669055,0.0002059302,0.000216373,0.0001254219,0.000165434,0.0007853497],"category_scores_gemma":[0.0004236026,0.00004877124,0.0001425411,0.00008283929,0.0001680106,0.0001494658,0.0002076228,0.0002795391,0.00008893375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261307,"about_ca_system_score_gemma":0.000301357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001691196,"about_ca_topic_score_gemma":0.0006716851,"domain_scores_codex":[0.9998901,0.00002825197,0.00001229024,0.00001448487,0.00001959201,0.00003532591],"domain_scores_gemma":[0.9997963,0.00003641693,0.00007598552,0.00001182158,0.00001473265,0.00006460939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001107118,0.0004912899,0.8565428,0.0002122974,0.0001143117,0.02049958,0.0002709448,0.0007873086,0.02879732,0.0003635336,0.001294867,0.08951861],"study_design_scores_gemma":[0.0001321582,0.004261476,0.9204018,0.0001286456,0.00004975413,0.06214771,0.000484698,0.001178543,0.005537207,0.0003498369,0.005311293,0.00001682759],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964877,0.001328471,0.0008257651,0.0001008141,0.00002535177,0.00002110432,0.00003203945,0.000007556981,0.001171327],"genre_scores_gemma":[0.9988787,0.000351505,0.0003790767,0.00006646177,0.00006910574,0.000009071715,0.00007793018,0.000001082461,0.0001671301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007853497,"threshold_uncertainty_score":0.002627254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06012378163805016,"score_gpt":0.3210651312339909,"score_spread":0.2609413495959408,"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."}}