{"id":"W2335168568","doi":"10.1097/mcc.0000000000000170","title":"Extracorporeal life support for severe acute respiratory distress syndrome","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; ARDS; Extracorporeal membrane oxygenation; Intensive care medicine; Acute respiratory distress; Randomized controlled trial; Quality of life (healthcare); Extracorporeal; Clinical trial; Life support; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003974955,0.0007948112,0.00219477,0.0002874375,0.00005932604,0.00009841496,0.0006999326,0.000749075,0.0002158381],"category_scores_gemma":[0.0003973704,0.0007709665,0.00066828,0.0003533214,0.000105012,0.000224376,0.0001502426,0.001090382,0.0001654198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005332527,"about_ca_system_score_gemma":0.0005362975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.339776e-7,"about_ca_topic_score_gemma":0.000001274294,"domain_scores_codex":[0.9961082,0.0001537145,0.001462833,0.0008408178,0.0006121316,0.0008223201],"domain_scores_gemma":[0.9975382,0.00045612,0.0001103306,0.0007553048,0.0002689141,0.0008711432],"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":[0.000008325554,0.00008854358,0.00006118779,0.3544269,0.000125923,0.00007787697,0.00007507532,0.00001753573,3.734445e-8,0.003542873,0.02027906,0.6212967],"study_design_scores_gemma":[0.0003243632,0.0001110775,0.0000116232,0.0111562,0.000412183,0.00009681155,0.00005445497,0.00007665851,9.886315e-8,0.0002274493,0.9866386,0.0008904719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003488818,0.9783896,0.0004773848,0.000007367332,0.01305076,0.001427535,0.006005353,0.0003224781,0.0003160863],"genre_scores_gemma":[0.001029811,0.9872848,0.0001949703,0.00002465872,0.001609076,0.002080767,0.007392779,0.0003708545,0.00001225934],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9663596,"threshold_uncertainty_score":0.9994741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2631380865982009,"score_gpt":0.4531062609969193,"score_spread":0.1899681743987183,"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."}}