{"id":"W4387955554","doi":"10.1016/j.jhlto.2023.100009","title":"Impact of normothermic regional perfusion during DCD recovery on lung allograft function: A preclinical study","year":2023,"lang":"en","type":"article","venue":"JHLT Open","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"Mayo Foundation for Medical Education and Research; Mayo Clinic","keywords":"Perfusion; Medicine; Lung; Lung function; Cardiology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005954604,0.0001264287,0.0003608613,0.0001345579,0.00008126914,0.00002339704,0.0001512238,0.00007251333,0.0004229555],"category_scores_gemma":[0.0000711004,0.00009023217,0.0002024871,0.0002909108,0.0000236057,0.0001092391,0.00006665903,0.0001704772,0.00004697794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005797468,"about_ca_system_score_gemma":0.0001082056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002191697,"about_ca_topic_score_gemma":0.00004306073,"domain_scores_codex":[0.9988129,0.0001376465,0.0003419751,0.0002778911,0.0002628489,0.0001667813],"domain_scores_gemma":[0.9991676,0.0003082106,0.00009782471,0.0003047577,0.00003489152,0.00008672276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007624464,0.0006653831,0.9747587,0.0000929232,0.0003317635,0.00007930342,0.0009162004,0.0001498001,0.004740503,0.0000171361,0.001760212,0.008863648],"study_design_scores_gemma":[0.003564731,0.002246672,0.9931549,0.0001611825,0.0001435415,0.00002280366,0.0002298039,0.00009919541,0.00009796499,0.00004248342,0.0001433377,0.00009336782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966911,0.00002459516,0.00003954255,0.0005346438,0.0001981295,0.001002245,0.00001199352,0.00005715147,0.001440592],"genre_scores_gemma":[0.9964746,0.00008497446,0.0005442721,0.0001599917,0.0001681567,0.00003709786,0.00003808595,0.00002440566,0.002468382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01839625,"threshold_uncertainty_score":0.4631066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076369361330048,"score_gpt":0.4623032670683384,"score_spread":0.3546663309353335,"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."}}