{"id":"W2096566491","doi":"10.1093/bja/aes021","title":"Pumpless arterio-venous extracorporeal lung assist compared with veno-venous extracorporeal membrane oxygenation during experimental lung injury","year":2012,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Extracorporeal; Anesthesia; Cardiac output; Respiratory acidosis; Lung; ARDS; Oxygenation; Venous blood; Extracorporeal circulation; Acidosis; Cardiology; Hemodynamics; 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":[0.0009014257,0.0005201398,0.001240098,0.0004047125,0.0002184071,0.0009570341,0.0006718077,0.0008230198,0.002691753],"category_scores_gemma":[0.001795894,0.0002637468,0.0004846878,0.0002681979,0.001405333,0.001230899,0.0003311555,0.001357049,0.0002612924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169584,"about_ca_system_score_gemma":0.0007181755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006929913,"about_ca_topic_score_gemma":0.0007144919,"domain_scores_codex":[0.9994401,0.0001455195,0.00005187311,0.0000808996,0.00008500389,0.0001966593],"domain_scores_gemma":[0.9981354,0.0008439741,0.0002682762,0.0002396115,0.0001139991,0.0003986013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.6754668,0.006552113,0.001678946,0.0006631153,0.0003042298,0.0002129578,0.0003225626,0.001161638,0.2901794,0.0005245423,0.0004310327,0.02250262],"study_design_scores_gemma":[0.03426445,0.429166,0.04338476,0.0001857617,0.001676385,0.0005366232,0.0006979486,0.006847877,0.4797428,0.0009338048,0.002420329,0.0001432805],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989514,0.0004548363,0.0001894594,0.00004078154,0.0001063595,0.00003490676,0.00007151585,0.00001250233,0.0001381124],"genre_scores_gemma":[0.9983597,0.0004253055,0.0003003928,0.00004052043,0.0001137503,0.000092062,0.0001166628,0.00001043804,0.0005410998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002691753,"threshold_uncertainty_score":0.009004772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009624241140286182,"score_gpt":0.2195612356773425,"score_spread":0.2099369945370563,"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."}}