{"id":"W2347111551","doi":"10.1097/mot.0000000000000320","title":"Extracorporeal lung perfusion (ex-vivo lung perfusion)","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Ex vivo; Lung; Lung transplantation; Transplantation; Economic shortage; Extracorporeal; Perfusion; In vivo; Surgery; Cardiology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007610525,0.0009123394,0.002042109,0.0009985935,0.0001925613,0.00006217367,0.0003099249,0.0006390841,0.00124964],"category_scores_gemma":[0.0000499382,0.0006681315,0.0006999928,0.000733201,0.0001050105,0.000309541,0.00002703431,0.000966209,0.0001725128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000417521,"about_ca_system_score_gemma":0.0006109613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001928562,"about_ca_topic_score_gemma":0.000008903111,"domain_scores_codex":[0.9951335,0.0005397619,0.001773896,0.00105657,0.0007945024,0.0007017477],"domain_scores_gemma":[0.9977772,0.0006357333,0.0005872458,0.0005378643,0.0001418128,0.0003201102],"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":[0.0002028148,0.0002231541,0.003806757,0.1073265,0.00006154003,0.00004732979,0.0007595985,7.295424e-7,0.00004365645,0.0005559083,0.0008065939,0.8861654],"study_design_scores_gemma":[0.005043559,0.0001771353,0.007172347,0.2141432,0.002513286,0.001079026,0.00004849808,0.00008737034,0.00005846192,0.00006081656,0.7682255,0.00139081],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001998915,0.975382,0.0123883,0.0001420798,0.008241912,0.002351068,0.0006956587,0.0002009719,0.0003981264],"genre_scores_gemma":[0.00009755319,0.9916129,0.001221711,0.00002043701,0.001481655,0.0001535324,0.004981249,0.0001620986,0.0002689368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8847746,"threshold_uncertainty_score":0.9996634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07795951915823314,"score_gpt":0.4212226606229455,"score_spread":0.3432631414647124,"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."}}