{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004484369,0.0001979819,0.0005792698,0.0003895541,0.0001333718,0.00001608527,0.0001340248,0.00006589901,0.0002085142],"category_scores_gemma":[0.00002120758,0.000157692,0.000195332,0.000287993,0.0001905367,0.000236491,0.000007048895,0.0002017285,0.000001540933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007739734,"about_ca_system_score_gemma":0.00008530879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001245911,"about_ca_topic_score_gemma":0.00003549402,"domain_scores_codex":[0.9982578,0.000163132,0.0006517337,0.00019695,0.0004996634,0.0002307181],"domain_scores_gemma":[0.9985241,0.00009686133,0.0007247151,0.0001642062,0.0003272712,0.0001628],"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":[0.002784096,0.00007855088,0.03442042,0.0004779181,0.00009905917,0.0000871022,0.005553487,0.00001342372,0.9461338,0.00001243338,0.0000384563,0.01030125],"study_design_scores_gemma":[0.002284333,0.001785829,0.2183781,0.001171775,0.0005875723,0.0006997299,0.0005786173,0.00003925177,0.7742774,0.00001963236,0.00002653693,0.0001512074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761952,0.0002080629,0.02226305,0.0004048707,0.0003171202,0.0001899157,0.00003909405,0.00002140288,0.0003612906],"genre_scores_gemma":[0.9670054,0.002062827,0.03014869,0.0001229318,0.0005032258,0.00000303684,0.000028047,0.00003056222,0.00009526452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1839577,"threshold_uncertainty_score":0.6430492,"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."}}