{"id":"W2785860983","doi":"10.1016/j.athoracsur.2018.01.004","title":"Steroids Limit Myocardial Edema During Ex Vivo Perfusion of Hearts Donated After Circulatory Death","year":2018,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Institute for Biodiagnostics; University of Manitoba; St. Boniface Hospital; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ex vivo; Perfusion; Methylprednisolone; Proinflammatory cytokine; Pulmonary edema; Circulatory system; Edema; Anesthesia; Mechanical ventilation; Internal medicine; In vivo; Cardiology; Lung; Inflammation","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":[0.001543355,0.0001647178,0.0005718247,0.0001936999,0.00007518764,0.000008575547,0.0000862716,0.0001027347,0.0003115727],"category_scores_gemma":[0.0001416792,0.0001124268,0.0003837955,0.0002138426,0.0001807375,0.00009641064,0.00003891923,0.0001194508,0.00001651113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008875946,"about_ca_system_score_gemma":0.00007556929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005420877,"about_ca_topic_score_gemma":0.000004595934,"domain_scores_codex":[0.998311,0.0003146727,0.0004945858,0.000205545,0.0004040049,0.000270131],"domain_scores_gemma":[0.9984172,0.0005606519,0.0001785246,0.0004631022,0.0002794657,0.000101052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007718856,0.0002350279,0.7714768,0.001146647,0.0004366919,0.0001088531,0.002734571,0.000007505395,0.19358,0.00003017092,0.001303578,0.02122129],"study_design_scores_gemma":[0.0001285592,0.0000706354,0.6935489,0.0004171847,0.0001270596,0.00005779109,0.00006866687,0.00001425824,0.3049162,0.00007618369,0.000471206,0.0001033705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962922,0.001107923,0.00009946313,0.00129925,0.0004212777,0.0001896143,0.00002011235,0.00003811035,0.0005320156],"genre_scores_gemma":[0.9979106,0.0003666104,0.000336128,0.0007071453,0.0003999254,0.000007620263,0.000006835769,0.00002710078,0.0002380392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1113362,"threshold_uncertainty_score":0.4584634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108908345250528,"score_gpt":0.3885094900736642,"score_spread":0.2776186555486114,"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."}}