{"id":"W2219396153","doi":"10.1111/ctr.12680","title":"<i>Ex vivo</i> lung perfusion","year":2015,"lang":"en","type":"review","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Lung; Lung transplantation; Ex vivo; Economic shortage; Perfusion; Transplantation; Intensive care medicine; In vivo; Surgery; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001921485,0.000537406,0.002892712,0.000210519,0.00008786851,0.00003571028,0.0001982001,0.0009254827,0.0002850221],"category_scores_gemma":[0.0001275896,0.0003945499,0.001342162,0.0003623373,0.0001349985,0.0001183684,0.00001137657,0.0009748633,0.0003422187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009158716,"about_ca_system_score_gemma":0.0006515647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001066746,"about_ca_topic_score_gemma":0.000006272904,"domain_scores_codex":[0.9956413,0.0007501885,0.001956882,0.0007384831,0.0005619065,0.0003512387],"domain_scores_gemma":[0.9970561,0.00139481,0.0004355111,0.0004853387,0.0001730028,0.0004552175],"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":[0.0002206305,0.0001647211,0.0004340608,0.03740874,0.0001957624,0.0003101161,0.0001362104,3.724534e-7,0.000001152222,0.0001435947,0.001389904,0.9595947],"study_design_scores_gemma":[0.002125966,0.0002729996,0.0003679576,0.01668809,0.01057559,0.0006262372,0.00001213283,0.00002153611,0.000003369682,0.00005425098,0.9688162,0.0004356985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003660289,0.9847376,0.005404572,0.0000932749,0.001591888,0.001451755,0.0003102159,0.0001923149,0.006181823],"genre_scores_gemma":[0.000005363344,0.9843147,0.01042098,0.0003483382,0.00104539,0.00005251715,0.002115809,0.00009886836,0.001598022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9674263,"threshold_uncertainty_score":0.9998506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2645057709111243,"score_gpt":0.5415897826967598,"score_spread":0.2770840117856356,"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."}}