{"id":"W3038688103","doi":"10.1097/tp.0000000000003368","title":"Peritransplant Cardiometabolic and Mitochondrial Function: The Missing Piece in Donor Heart Dysfunction and Graft Failure","year":2020,"lang":"en","type":"review","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Prince Charles Hospital Foundation; Metro North Hospital and Health Service; Griffith University; Office of Health and Medical Research; British Heart Foundation; Queensland Government; Queensland Health; Mallinckrodt Pharmaceuticals; Wilson Foundation","keywords":"Cardiac dysfunction; Transplantation; Heart transplantation; Heart failure; Cardiac function curve; Medicine; Intensive care medicine; Cardiology; Internal medicine; Bioinformatics; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003086117,0.0005031216,0.001610535,0.0003203849,0.0001964448,0.0001030189,0.00007432878,0.0003523851,0.00002688135],"category_scores_gemma":[0.00001731974,0.000344334,0.0003011047,0.0005386565,0.0001201693,0.0001838447,0.000006233998,0.0006915933,0.00001006624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000448471,"about_ca_system_score_gemma":0.0001741624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001260933,"about_ca_topic_score_gemma":0.0001525917,"domain_scores_codex":[0.9976272,0.0004215657,0.0007007339,0.0006263724,0.0003309262,0.0002932308],"domain_scores_gemma":[0.9990049,0.000417633,0.0001437016,0.000217362,0.00003818006,0.0001782483],"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":[0.001153452,0.00004926375,0.001292099,0.05236329,0.0005406352,0.0002847711,0.002710572,0.000003320447,0.0002798715,0.0003530696,0.00008668661,0.940883],"study_design_scores_gemma":[0.004055484,0.0002736311,0.0177024,0.009974477,0.01178967,0.004785824,0.0002014011,0.00003538466,0.00001966107,0.00007342699,0.9504737,0.0006149702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006153446,0.9869099,0.008114011,0.001742721,0.0005935952,0.001658088,0.0001902004,0.00009501653,0.00008115039],"genre_scores_gemma":[0.0007122583,0.9939762,0.003521306,0.0002865298,0.0006227084,0.0001285792,0.0006485434,0.00006246581,0.0000413741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.950387,"threshold_uncertainty_score":0.9999009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401085933268426,"score_gpt":0.3215898626081426,"score_spread":0.2875790032754583,"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."}}