{"id":"W4412379229","doi":"10.1097/tp.0000000000005453","title":"Chronic Rejection Series: Heart Cardiac Allograft Vasculopathy","year":2025,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Toronto General Hospital","funders":"","keywords":"Allorecognition; Immunology; Immune system; Medicine; Transplantation; Major histocompatibility complex; Acquired immune system; Antigen; Heart transplantation; T cell; Inflammation; Autoantibody; Biology; Antibody; Internal medicine","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":[0.0005460534,0.0008368906,0.000967621,0.0009844586,0.001355098,0.0009280594,0.0005141557,0.001243422,0.01567028],"category_scores_gemma":[0.001041287,0.0001950317,0.0007409408,0.0006911752,0.0003803897,0.0005040293,0.0007863258,0.0017202,0.004849847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007479361,"about_ca_system_score_gemma":0.0006003993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005394521,"about_ca_topic_score_gemma":0.0009403331,"domain_scores_codex":[0.9995381,0.00003876621,0.0000746922,0.0001015949,0.00009721681,0.0001497102],"domain_scores_gemma":[0.9991323,0.0001187771,0.0001453083,0.0001152851,0.00009612739,0.000392253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.003220025,0.002831488,0.2372738,0.001341878,0.0006495731,0.5024377,0.0006904153,0.0005162477,0.01193404,0.002297869,0.06240883,0.1743981],"study_design_scores_gemma":[0.0003808202,0.001560214,0.09964888,0.0001606499,0.0002935047,0.8009333,0.0002246358,0.0003759754,0.001905193,0.0009625329,0.09350613,0.00004821903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7893481,0.05340583,0.008371516,0.01170654,0.01550836,0.001577474,0.003925162,0.0009676691,0.1151893],"genre_scores_gemma":[0.9528623,0.00780479,0.001000411,0.005303001,0.008062933,0.000143864,0.00224712,0.00014363,0.0224319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01567028,"threshold_uncertainty_score":0.05242229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085661667846698,"score_gpt":0.3044134957643709,"score_spread":0.2935568790859039,"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."}}