{"id":"W2791603395","doi":"10.1111/ajt.14700","title":"Towards donor lung recovery—gene expression changes during ex vivo lung perfusion of human lungs","year":2018,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Genome Canada","keywords":"Medicine; Lung; Ex vivo; Lung transplantation; Perfusion; Transplantation; In vivo; Pathology; Inflammation; Gene expression; Immunology; Gene; Biology; Cardiology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004162561,0.0001846579,0.0002585691,0.0001311015,0.0001646858,0.0004907533,0.000158446,0.0002980769,0.001722824],"category_scores_gemma":[0.0002368226,0.000105062,0.0002590994,0.0001896049,0.0004191502,0.0004192524,0.0001816187,0.000568334,0.0003146776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405911,"about_ca_system_score_gemma":0.0001862906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002866971,"about_ca_topic_score_gemma":0.0002990952,"domain_scores_codex":[0.9998301,0.00004011683,0.000009937019,0.00005654111,0.00003060368,0.00003266561],"domain_scores_gemma":[0.999929,0.00002255179,0.00001333072,0.00001373199,0.00001190789,0.00000952044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007685702,0.00007883519,0.0008148183,0.0000421345,0.000006171923,0.0000502709,0.0000552436,0.0000812855,0.9949361,0.00006955874,0.00003830895,0.003058707],"study_design_scores_gemma":[0.00003365284,0.001309301,0.0221273,0.00001196773,0.00005235599,0.0003867101,0.0002097648,0.001274289,0.972827,0.0001386758,0.001618273,0.00001085051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892524,0.001905605,0.007348424,0.0001138023,0.00005566539,0.00005405689,0.0003624982,0.0000298804,0.0008776387],"genre_scores_gemma":[0.9929449,0.001076795,0.003729478,0.0001027496,0.00003207862,0.00008811864,0.0005928519,0.00001898704,0.001414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001722824,"threshold_uncertainty_score":0.005763412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427353014521333,"score_gpt":0.3179107830314603,"score_spread":0.303637252886247,"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."}}