{"id":"W4412717616","doi":"10.1016/j.healun.2025.05.010","title":"The Authors’ Perspective on 'Summary of the International Society for Heart and Lung Transplantation Consensus Conference on Emerging Understanding of Antibodies and Antibody-mediated Rejection in Heart Transplantation'","year":2025,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Seoul St. Mary's Hospital, Catholic University of Korea; University of California, San Diego; University of Alberta; York University; Cedars-Sinai Medical Center; Inselspital, Universitätsspital Bern; Vanderbilt University Medical Center; Medical Center, University of Pittsburgh; University of Pittsburgh; Northwestern University; University of Toronto; Cleveland Clinic; Emory University; West Virginia University; Sveučilište u Zagrebu; University of Pennsylvania; Vanderbilt University","keywords":"Transplantation; Lung transplantation; Heart transplantation; Perspective (graphical); Donor specific antibodies; Medicine; Antibody; Consensus conference; Intensive care medicine; Immunology; Internal medicine; Computer science; Kidney transplantation; Artificial intelligence","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":[0.01254808,0.00180636,0.003792187,0.00244475,0.002266417,0.009246134,0.004629604,0.03225392,0.01131719],"category_scores_gemma":[0.04905901,0.0008360389,0.003889316,0.002297633,0.002578506,0.005474366,0.003202929,0.03160069,0.007964794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003478112,"about_ca_system_score_gemma":0.008010269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052006,"about_ca_topic_score_gemma":0.02829451,"domain_scores_codex":[0.9897579,0.002308253,0.001537942,0.001080233,0.004178286,0.001137296],"domain_scores_gemma":[0.9576892,0.02044265,0.003619294,0.0007180609,0.01333984,0.004191041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004464949,0.0000199555,0.0001497731,0.000301267,0.00002407543,0.00008390866,0.00005199802,0.00002596302,0.00003646754,0.0006901635,0.9912066,0.00736522],"study_design_scores_gemma":[0.0001143567,0.00005260916,0.001182497,0.001766339,0.0001198704,0.0002295096,0.0002208196,0.00008836773,0.0001212524,0.001318176,0.99472,0.00006626591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008240136,0.02523792,0.000155029,0.6183709,0.354701,0.0000227487,0.0001921291,0.00002652229,0.001211328],"genre_scores_gemma":[0.0008437323,0.02054983,0.0002043126,0.5257443,0.4488546,0.00004149937,0.0001062115,0.00002332833,0.003632265],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03225392,"threshold_uncertainty_score":0.06636137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03438271629492667,"score_gpt":0.3642769858959026,"score_spread":0.3298942696009759,"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."}}