{"id":"W1043716041","doi":"10.1155/2015/357498","title":"Lung Transplantation from Donors after Circulatory Death Using Portable <i>Ex Vivo</i> Lung Perfusion","year":2015,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; Alberta Biodiversity Monitoring Institute; Canadian Natural Resources; University of Alberta","funders":"","keywords":"Medicine; Ex vivo; Circulatory system; Lung; Perfusion; Lung transplantation; Transplantation; Organ donation; Cardiology; Surgery; Internal medicine; In vivo","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":[],"consensus_categories":[],"category_scores_codex":[0.0007057757,0.0002424273,0.0003554177,0.0004374699,0.0002547044,0.0001034952,0.0001158197,0.0002008954,0.000766784],"category_scores_gemma":[0.00003864891,0.0002247767,0.0001642745,0.0001940078,0.000044824,0.0003604921,0.000004750018,0.0004922441,0.00001690151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008829531,"about_ca_system_score_gemma":0.002863937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01781386,"about_ca_topic_score_gemma":0.02376684,"domain_scores_codex":[0.9980533,0.0001949302,0.0005071745,0.0002885002,0.0004491175,0.0005069722],"domain_scores_gemma":[0.9975063,0.00005019319,0.0001459275,0.0002388635,0.0002293585,0.001829354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003119765,0.0000196373,0.9831845,0.00007973502,0.0000954394,0.00379437,0.001725262,0.0002337981,0.007987509,0.00004221579,0.001440536,0.001085029],"study_design_scores_gemma":[0.006662588,0.0001795691,0.9392465,0.0008902532,0.001514729,0.002808202,0.000856808,0.001699903,0.003435222,0.0002320542,0.04166371,0.0008105132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879853,0.004150894,0.004915649,0.0001686529,0.0009117934,0.0002327075,0.0001288561,0.00002866813,0.001477494],"genre_scores_gemma":[0.9882129,0.000137983,0.005304356,0.005112418,0.0009678276,0.000005963781,0.0000343516,0.00006145815,0.0001627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04393805,"threshold_uncertainty_score":0.9940469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04895326676148178,"score_gpt":0.3080393451002201,"score_spread":0.2590860783387383,"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."}}