{"id":"W4415904584","doi":"10.1016/j.jhlto.2025.100427","title":"Humoral rejection in heart transplantation in the current era","year":2025,"lang":"en","type":"article","venue":"JHLT Open","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Heart transplantation; Immune system; Graft rejection; Human leukocyte antigen; Transplantation; Medical therapy; Donor specific antibodies","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":[0.01079206,0.0003562554,0.000992634,0.0008707312,0.0002854167,0.002257556,0.0004795339,0.0007624297,0.001720664],"category_scores_gemma":[0.009865257,0.0001082939,0.0006236432,0.0009935579,0.0008799026,0.001724467,0.001060207,0.00155846,0.0003791094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006439537,"about_ca_system_score_gemma":0.00196222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003991922,"about_ca_topic_score_gemma":0.0005248019,"domain_scores_codex":[0.9968644,0.00181519,0.0004560785,0.0001873421,0.0005610862,0.0001158852],"domain_scores_gemma":[0.9924858,0.004791323,0.001436024,0.0002808273,0.0007385201,0.0002675817],"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":[0.000754127,0.0001691781,0.01589704,0.02215308,0.0005191519,0.0004954495,0.0004732382,0.0004691376,0.0008082442,0.01578178,0.01183707,0.9306425],"study_design_scores_gemma":[0.0004858304,0.004050167,0.08240609,0.07463512,0.003221918,0.02032831,0.001899683,0.001044666,0.004260157,0.05169986,0.7557834,0.0001848075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004623034,0.9843196,0.002089484,0.004760997,0.001074369,0.00004116659,0.00005329685,0.00001665271,0.003021428],"genre_scores_gemma":[0.05473209,0.9326898,0.003621516,0.003419903,0.004489174,0.0001294952,0.0001641873,0.00001685451,0.0007369546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01079206,"threshold_uncertainty_score":0.05707455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05551192695638243,"score_gpt":0.437364942585092,"score_spread":0.3818530156287095,"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."}}