{"id":"W4286433549","doi":"10.1111/anae.15806","title":"Invasive mechanical ventilation in patients with acute respiratory distress syndrome receiving extracorporeal support: a narrative review of strategies to mitigate lung injury","year":2022,"lang":"en","type":"review","venue":"Anaesthesia","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Xenios; Abiomed","keywords":"Medicine; Extracorporeal membrane oxygenation; Mechanical ventilation; Ventilation (architecture); Extracorporeal; Intensive care medicine; Anesthesia; Lung; Surgery; Internal medicine","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":[0.001207545,0.0008274115,0.001447009,0.003237569,0.0003357817,0.001389452,0.0008916708,0.00125218,0.002299609],"category_scores_gemma":[0.006548292,0.0002743226,0.001614943,0.003283231,0.0004782624,0.001475615,0.00063436,0.001080877,0.0003093312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007292642,"about_ca_system_score_gemma":0.002683923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714293,"about_ca_topic_score_gemma":0.003111693,"domain_scores_codex":[0.9991243,0.0002247189,0.0003601469,0.0001003364,0.000156287,0.00003418995],"domain_scores_gemma":[0.9962292,0.002764276,0.0006341165,0.00003406635,0.0002838428,0.00005454024],"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":[0.0001949047,0.00006462234,0.001289123,0.418014,0.000836779,0.0005831387,0.000635141,0.00033049,0.0004355662,0.002382244,0.01408299,0.5611511],"study_design_scores_gemma":[0.00008560875,0.0003954958,0.008543861,0.5568284,0.005280401,0.006876754,0.001001097,0.0002737083,0.000370084,0.001881,0.4183834,0.00008018204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001916591,0.999215,0.0000505587,0.0002202059,0.00008067546,0.00001089347,0.00002474131,0.000001557368,0.0002047469],"genre_scores_gemma":[0.001437485,0.9979924,0.000143293,0.0002167932,0.0001068792,0.00002123602,0.00002978913,8.070787e-7,0.00005144273],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003237569,"threshold_uncertainty_score":0.007692933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189871482859149,"score_gpt":0.2777176426858151,"score_spread":0.2587304943999002,"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."}}