{"id":"W2806818208","doi":"10.21037/jtd.2018.04.119","title":"Ex vivo lung perfusion: a potential platform for molecular diagnosis and ex vivo organ repair","year":2018,"lang":"en","type":"review","venue":"Journal of Thoracic Disease","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung transplantation; Lung; Ex vivo; Transplantation; Intensive care medicine; Surgery; In vivo; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009077464,0.000476593,0.001886238,0.0003968318,0.0001305776,0.00007613953,0.000213229,0.0002490707,0.0004395475],"category_scores_gemma":[0.0006010424,0.0003260414,0.001853261,0.0002268428,0.0000972655,0.0002058322,0.00005425881,0.0003926555,0.000006427853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169386,"about_ca_system_score_gemma":0.0006925827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002233044,"about_ca_topic_score_gemma":7.434051e-7,"domain_scores_codex":[0.9973539,0.000171516,0.001162062,0.0003766019,0.0006072987,0.0003286635],"domain_scores_gemma":[0.997036,0.0003919904,0.0009102455,0.0003933329,0.0003582547,0.0009101379],"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":[0.002637973,0.0006256655,0.00130653,0.1655194,0.001989451,0.006863452,0.0002457552,0.00000144512,0.00003173325,0.00007382959,0.01129932,0.8094054],"study_design_scores_gemma":[0.001451582,0.0007968259,0.0004782398,0.0780625,0.04165754,0.002367939,0.00008763077,0.00008319185,0.00007399948,0.0002084712,0.8740219,0.0007102157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002173117,0.9904153,0.004721482,0.0002739973,0.0007997531,0.001186671,0.0003188565,0.00003969276,0.0000710952],"genre_scores_gemma":[0.000182265,0.9777934,0.01960228,0.0002559902,0.001459841,0.00004270661,0.00004625097,0.00009935034,0.0005179283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8627225,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04525672720165145,"score_gpt":0.4170198438550872,"score_spread":0.3717631166534357,"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."}}