{"id":"W2590917723","doi":"10.1097/mat.0000000000000550","title":"A Leukocyte Filter Does Not Provide Further Benefit During Ex Vivo Lung Perfusion","year":2017,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Biodiversity Monitoring Institute; Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Ex vivo; Perfusion; Medicine; Lung; In vivo; Anesthesia; Internal medicine; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003771383,0.000159777,0.0002741607,0.00009291395,0.0006200818,0.0002072852,0.0001876976,0.00008291613,0.001113606],"category_scores_gemma":[0.0000761692,0.00009677774,0.0001790008,0.00002219703,0.00004951336,0.0003239637,0.0000361258,0.0003995191,0.00003138131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005533868,"about_ca_system_score_gemma":0.00006575348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005494902,"about_ca_topic_score_gemma":0.00006301343,"domain_scores_codex":[0.9988467,0.0000375314,0.000304075,0.0001839577,0.0003380598,0.000289714],"domain_scores_gemma":[0.9990705,0.00005530901,0.0002316425,0.0003501684,0.00009493023,0.000197396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001204647,0.00008044502,0.6487574,0.0002413903,0.000162626,0.001089307,0.002950337,0.00001236731,0.3114903,0.00010515,0.0003696733,0.03353633],"study_design_scores_gemma":[0.003243696,0.00008384557,0.8558396,0.0004700193,0.0001900272,0.001638336,0.0001549033,0.00007519213,0.1345073,0.0001531947,0.003463326,0.0001805874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906864,0.0001601903,0.000873186,0.00516833,0.0006858598,0.0001227531,0.000006945865,0.00002914706,0.002267214],"genre_scores_gemma":[0.971032,0.0004386106,0.00939178,0.0004851516,0.001262103,0.000004257858,0.00000196802,0.0000332249,0.01735086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2070822,"threshold_uncertainty_score":0.9997995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454344793036282,"score_gpt":0.3217982747158131,"score_spread":0.2972548267854503,"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."}}