{"id":"W4414800465","doi":"10.1016/j.cjca.2025.09.040","title":"New Insights Into Pathogenesis, Diagnosis, and Management of Cardiac Allograft Vasculopathy","year":2025,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cardiac allograft vasculopathy; Immune system; Heart failure; Optical coherence tomography; Innate immune system; Inflammation; Biomarker; Heart transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002041188,0.0008143359,0.00265153,0.002854896,0.0002823944,0.001728807,0.001126172,0.001283892,0.002344807],"category_scores_gemma":[0.003290437,0.0002825325,0.00103497,0.002257388,0.0007525485,0.001831274,0.0008174957,0.002586835,0.0006032292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136095,"about_ca_system_score_gemma":0.002701971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002823732,"about_ca_topic_score_gemma":0.005839194,"domain_scores_codex":[0.9994239,0.0001173742,0.0001189707,0.00008541287,0.0002123812,0.000041911],"domain_scores_gemma":[0.9973105,0.001644231,0.0003715482,0.00004575243,0.0005052791,0.0001227336],"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":[0.000111076,0.00008137613,0.0007794467,0.02948608,0.0003231556,0.0001994194,0.00005388728,0.0003461409,0.0005261878,0.00397167,0.02182367,0.9422979],"study_design_scores_gemma":[0.0001210729,0.0002477235,0.005210064,0.04308546,0.00158974,0.002885701,0.0002376764,0.0005297685,0.0004352052,0.008547441,0.9370262,0.00008402732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003243225,0.9994185,0.00004875381,0.0002879614,0.00009542702,0.000001233548,0.000006231644,0.000001572743,0.0001080354],"genre_scores_gemma":[0.0003720556,0.9990483,0.00009614415,0.000175709,0.0002468215,0.000002021332,0.00001052073,4.036623e-7,0.0000479391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002854896,"threshold_uncertainty_score":0.010795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931412378671934,"score_gpt":0.3235915212561572,"score_spread":0.2942773974694379,"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."}}