{"id":"W4409780831","doi":"10.1016/j.healun.2025.02.247","title":"Trifecta-Heart Study: Correlation of dd-cfDNA with Molecular Rejection and Injury in Endomyocardial Biopsies","year":2025,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Endomyocardial biopsy; Medicine; Correlation; Internal medicine; Cardiology; Pathology; Biopsy; Mathematics","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":[0.0006288274,0.0002872057,0.000219919,0.0008395087,0.0002547134,0.0003947668,0.0001781598,0.0005494176,0.001638393],"category_scores_gemma":[0.0007652799,0.0001127249,0.0001637861,0.0002029237,0.0002566308,0.0002816909,0.0001767654,0.0003280531,0.0003002073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110807,"about_ca_system_score_gemma":0.000117166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004313641,"about_ca_topic_score_gemma":0.0007044493,"domain_scores_codex":[0.999718,0.00005368964,0.00003249796,0.00007454069,0.00006408367,0.00005708598],"domain_scores_gemma":[0.9995073,0.0001197649,0.00009643347,0.00005079821,0.00008606673,0.0001396949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004847116,0.0003202618,0.6199628,0.0001467589,0.0001727394,0.005456156,0.000349345,0.00008095128,0.3507262,0.0002882837,0.0004589439,0.01719043],"study_design_scores_gemma":[0.0001336139,0.00213797,0.9122165,0.00006961213,0.0002575346,0.02551069,0.0006390024,0.002372971,0.05326294,0.0001919422,0.003181902,0.00002538189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942706,0.000863508,0.00156107,0.00008065142,0.00002670586,0.00003974869,0.0001395939,0.00003924329,0.002979049],"genre_scores_gemma":[0.9982471,0.0001619717,0.0009108558,0.00008816331,0.00002365696,0.00001228644,0.0001946988,0.000007930137,0.000353344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001638393,"threshold_uncertainty_score":0.005480945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006508405338972335,"score_gpt":0.300307147612692,"score_spread":0.2937987422737197,"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."}}