{"id":"W4205425310","doi":"10.21037/jtd-2021-23","title":"Ex vivo lung perfusion","year":2021,"lang":"en","type":"review","venue":"Journal of Thoracic Disease","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Ex vivo; Medicine; Lung transplantation; Lung; Perfusion; Transplantation; In vivo; Surgery; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001431796,0.0008565958,0.001408004,0.00170144,0.0002601606,0.001680871,0.001004207,0.001262023,0.00448926],"category_scores_gemma":[0.00146216,0.0002691736,0.001011451,0.001334511,0.0009478014,0.001962687,0.0009532824,0.001865386,0.001876527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008021237,"about_ca_system_score_gemma":0.001130408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006985326,"about_ca_topic_score_gemma":0.0008878807,"domain_scores_codex":[0.9993671,0.0001513076,0.0000689768,0.0001034328,0.0002592778,0.00005001242],"domain_scores_gemma":[0.9992737,0.0003961681,0.0001242559,0.00003357556,0.0001287469,0.00004356054],"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":[0.0002687272,0.0001453392,0.0006045577,0.02882979,0.0001911436,0.0004067663,0.000091222,0.0009499225,0.01378627,0.009485149,0.03369579,0.9115453],"study_design_scores_gemma":[0.00004377146,0.0003700739,0.001783822,0.005115961,0.000223062,0.003463386,0.0000903597,0.0003759301,0.009909366,0.003512633,0.9750631,0.00004873267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004978541,0.9948513,0.001190786,0.0003460469,0.0004299521,0.00001868888,0.00005115934,0.00002545198,0.002588763],"genre_scores_gemma":[0.005574169,0.9911203,0.0008308239,0.0004436189,0.000371157,0.00004153878,0.0001309085,0.000009560855,0.001477833],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00448926,"threshold_uncertainty_score":0.01501811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07001145407055984,"score_gpt":0.4822820941248027,"score_spread":0.4122706400542429,"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."}}