{"id":"W3096507645","doi":"10.1007/s00134-020-06290-1","title":"Extracorporeal life support for adults with acute respiratory distress syndrome","year":2020,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":221,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network","funders":"","keywords":"ARDS; Extracorporeal membrane oxygenation; Medicine; Cannula; Extracorporeal; Mechanical ventilation; Life support; Anesthesia; Intensive care medicine; Nasal cannula; Surgery; Lung; 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":[0.0005948328,0.0009335023,0.00181027,0.001808794,0.0002079644,0.0008511474,0.0006498669,0.001059811,0.00361653],"category_scores_gemma":[0.001581024,0.0002530931,0.0008103143,0.001341631,0.0003239488,0.0008963268,0.0006052987,0.001572107,0.0007917432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003090594,"about_ca_system_score_gemma":0.0008859125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009677712,"about_ca_topic_score_gemma":0.002413592,"domain_scores_codex":[0.9997922,0.0000404329,0.00005460444,0.0000419767,0.00005516055,0.000015662],"domain_scores_gemma":[0.9994011,0.0003636522,0.000120017,0.00001130656,0.00007498041,0.00002898064],"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":[0.0001479297,0.0000810649,0.0002428838,0.0531969,0.0003066613,0.00009944837,0.00004095874,0.0001637108,0.0006879399,0.0006069639,0.01320174,0.9312238],"study_design_scores_gemma":[0.0005624587,0.001001982,0.007125425,0.08166993,0.004274066,0.003191984,0.0002039647,0.000393968,0.0009838943,0.001960451,0.8985328,0.00009904826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008176658,0.9994481,0.00004516862,0.0000640017,0.00007577404,0.000003897243,0.000009005202,0.000002509642,0.0002697442],"genre_scores_gemma":[0.0008248318,0.9985385,0.0001499726,0.0001787357,0.0001273071,0.000007921564,0.00002120244,9.124785e-7,0.0001506393],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00361653,"threshold_uncertainty_score":0.01209855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03696087761007863,"score_gpt":0.2968549248043796,"score_spread":0.259894047194301,"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."}}