{"id":"W2957039096","doi":"10.1007/s40472-019-00251-4","title":"Machine Perfusion of Donor Heart: State of the Art","year":2019,"lang":"en","type":"article","venue":"Current Transplantation Reports","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Biodiversity Monitoring Institute; University of Alberta","funders":"","keywords":"Machine perfusion; Medicine; Perfusion; Heart transplants; Heart transplantation; Human heart; Transplantation; Transplant surgery; Warm ischemia; Intensive care medicine; Cardiology; Ischemia; Surgery; Reperfusion injury","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":[0.01335669,0.0008316146,0.001932321,0.001301279,0.0004531002,0.007478694,0.002542366,0.001583848,0.009401437],"category_scores_gemma":[0.01310927,0.0003487334,0.001138459,0.001555981,0.003054928,0.007182171,0.001652701,0.003021712,0.002340838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201794,"about_ca_system_score_gemma":0.002421743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007186079,"about_ca_topic_score_gemma":0.0007658245,"domain_scores_codex":[0.9963757,0.001463856,0.0005001891,0.0006764701,0.0007259236,0.0002577989],"domain_scores_gemma":[0.970395,0.02121832,0.002642912,0.002052545,0.00270244,0.0009887262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009244707,0.0004582606,0.006469482,0.007690683,0.0002094066,0.00009696878,0.0002221077,0.001035879,0.001651595,0.01343393,0.01059106,0.9572161],"study_design_scores_gemma":[0.0004855483,0.007517326,0.04086781,0.0409147,0.001981827,0.006374413,0.002915772,0.01873132,0.02908154,0.09520438,0.7554079,0.0005175362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01717576,0.9360449,0.01933683,0.0143194,0.001889072,0.00008831818,0.0003942275,0.0002022156,0.0105494],"genre_scores_gemma":[0.1579976,0.8004362,0.02096008,0.00498115,0.01110179,0.0003083435,0.00142192,0.0002104721,0.002582608],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01335669,"threshold_uncertainty_score":0.07063782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713441859937766,"score_gpt":0.3075723663564501,"score_spread":0.2904379477570724,"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."}}