{"id":"W4400642904","doi":"10.3390/jcm13144111","title":"Outcome of Veno-Pulmonary Extracorporeal Life Support in Lung Transplantation Using ProtekDuo Cannula: A Systematic Review and Description of Configurations","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Transplantation; Surgery; Respiratory failure; Extracorporeal; Cannula; Mechanical ventilation; Lung transplantation; Renal replacement therapy; Cardiology; Anesthesia","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":[0.003409106,0.001177878,0.006570017,0.01324278,0.000621659,0.0020997,0.001672376,0.00144416,0.004479351],"category_scores_gemma":[0.01538927,0.0005995982,0.00670406,0.01699946,0.0008371203,0.00195879,0.001243317,0.0006903411,0.0003206686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002232985,"about_ca_system_score_gemma":0.005963697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005289427,"about_ca_topic_score_gemma":0.01293754,"domain_scores_codex":[0.9960585,0.0007412889,0.002111575,0.0003764319,0.0005730498,0.0001393018],"domain_scores_gemma":[0.9846488,0.01031318,0.003264971,0.0001844488,0.001418958,0.0001695641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000318821,0.00002251513,0.002364267,0.954332,0.005311292,0.0001733962,0.0002521918,0.00008534823,0.0001854801,0.0001971037,0.001305486,0.03545211],"study_design_scores_gemma":[0.0002714743,0.0004078686,0.01411259,0.8804324,0.07765149,0.001792145,0.0007761855,0.0001212036,0.0003054113,0.0003011608,0.02375961,0.00006836885],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003714282,0.9941362,0.0001361586,0.000120656,0.00006147492,0.0002217466,0.001210722,0.000007695502,0.0003910867],"genre_scores_gemma":[0.02247421,0.9756253,0.0004114651,0.0002520453,0.00005803199,0.0004034547,0.0006591257,0.000007426501,0.0001088536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01324278,"threshold_uncertainty_score":0.01802927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.322170177763591,"score_gpt":0.5437088764556501,"score_spread":0.2215386986920592,"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."}}