{"id":"W4280578951","doi":"10.3791/64009","title":"Large-Animal Model of Donation after Circulatory Death and Normothermic Regional Perfusion for Cardiac Assessment","year":2022,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University; Toronto General Hospital; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Perfusion; Ischemia; Transplantation; Organ donation; Circulatory system; Cardiac function curve; Cardiac output; Machine perfusion; Extracorporeal membrane oxygenation; Anesthesia; Cardiology; Hemodynamics; Internal medicine; Heart failure; Liver transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001433549,0.001228785,0.0008711083,0.001102327,0.0009184798,0.0007186079,0.001072015,0.001541622,0.005170642],"category_scores_gemma":[0.0003506928,0.0003817027,0.0008143003,0.0004637312,0.001005686,0.0008498596,0.0007770297,0.002587267,0.001303918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005562325,"about_ca_system_score_gemma":0.001275719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003989898,"about_ca_topic_score_gemma":0.001104085,"domain_scores_codex":[0.9994162,0.0001059968,0.00005980325,0.0001432803,0.0001505797,0.0001241205],"domain_scores_gemma":[0.9994198,0.00007798868,0.0001127009,0.0001300814,0.00005757274,0.0002019076],"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":[0.003833571,0.005393376,0.001582145,0.0008180531,0.00008144641,0.001339234,0.0002642722,0.0009043769,0.9628875,0.004198548,0.00225948,0.01643807],"study_design_scores_gemma":[0.001913063,0.08159593,0.020719,0.0007797159,0.000786352,0.01204939,0.0008003525,0.01060117,0.7645778,0.004392852,0.10145,0.0003343449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.781269,0.00955054,0.1772642,0.001833228,0.002336493,0.006226763,0.003830272,0.001277964,0.01641164],"genre_scores_gemma":[0.7938862,0.01071895,0.1535344,0.001276712,0.0004232442,0.01474591,0.006174777,0.0001587634,0.01908099],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005170642,"threshold_uncertainty_score":0.01729751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06072754051112782,"score_gpt":0.462020169749792,"score_spread":0.4012926292386642,"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."}}