{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008253374,0.0007102208,0.0004918763,0.0004278647,0.0003264875,0.0006622412,0.0005099871,0.0005957226,0.00242206],"category_scores_gemma":[0.0004729432,0.0002378733,0.0002847684,0.0002649722,0.0008081075,0.0008590639,0.0006883381,0.001048675,0.0005514604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750483,"about_ca_system_score_gemma":0.0003765589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001179797,"about_ca_topic_score_gemma":0.000198992,"domain_scores_codex":[0.9995977,0.00006146477,0.00003840532,0.0001346327,0.0001286199,0.00003920641],"domain_scores_gemma":[0.9996889,0.00006243589,0.00007861716,0.000050675,0.00005096346,0.00006842635],"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":[0.0005809597,0.0001320869,0.00157859,0.0001820713,0.00001668302,0.0002242911,0.00009784165,0.0002044445,0.9736528,0.000321697,0.0003337794,0.0226748],"study_design_scores_gemma":[0.00008272692,0.003652653,0.04643494,0.00009612409,0.0001369449,0.002610021,0.0001324529,0.004974273,0.9284985,0.000959161,0.01232994,0.0000922852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6045271,0.004938506,0.3792204,0.0003628698,0.0003650912,0.0008516083,0.001224064,0.001336927,0.007173501],"genre_scores_gemma":[0.7820033,0.006005454,0.2010148,0.0004588625,0.0002845571,0.002466243,0.001816495,0.0004945195,0.005455712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00242206,"threshold_uncertainty_score":0.008102596,"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."}}