{"id":"W2910423012","doi":"10.3791/58430","title":"Normothermic Ex Situ Heart Perfusion in Working Mode: Assessment of Cardiac Function and Metabolism","year":2019,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Natural Resources; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Perfusion; Heart transplantation; Medicine; Cold storage; Ischemia; Cardiology; Transplantation; Ex vivo; Machine perfusion; Cardiac function curve; Internal medicine; Anesthesia; Heart failure; Biology; In vivo","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":[0.0005150541,0.000110953,0.0005814149,0.0002210074,0.00001833524,0.00001123467,0.00003697961,0.00006472994,0.00009892193],"category_scores_gemma":[0.000009807302,0.00008481429,0.0001373436,0.0001138433,0.00001677461,0.0001250914,0.00001342293,0.0001569565,0.000001557752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005373752,"about_ca_system_score_gemma":0.00006628478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002453008,"about_ca_topic_score_gemma":6.173241e-7,"domain_scores_codex":[0.9987482,0.0001522664,0.0004946418,0.0001121099,0.0003707579,0.0001220303],"domain_scores_gemma":[0.9994453,0.00006685327,0.0002452554,0.000100404,0.00006694533,0.00007524085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005297711,0.0001384467,0.2000512,0.00004564564,0.00007420792,0.000002985458,0.0008586569,0.0000110737,0.795619,0.0001088569,0.00001236998,0.002547801],"study_design_scores_gemma":[0.005889334,0.0003825536,0.90583,0.0004466782,0.0001639169,0.00003607447,0.0007812186,0.0003947771,0.08503962,0.00006679782,0.0008693585,0.00009962675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952766,0.002256374,0.001069393,0.00006918207,0.0005611278,0.0002127444,0.000001094746,0.000004650735,0.0005488205],"genre_scores_gemma":[0.9835144,0.0005168961,0.01563539,0.0001304893,0.00009035184,0.000002017881,0.000002494123,0.00001524059,0.00009274927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7105793,"threshold_uncertainty_score":0.3458626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03449317211038121,"score_gpt":0.4577873380578321,"score_spread":0.4232941659474509,"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."}}