{"id":"W4213340703","doi":"10.1111/petr.14214","title":"Rejection surveillance in pediatric heart transplant recipients: Critical reflection on the role of frequent and long‐term routine surveillance endomyocardial biopsies and comprehensive review of non‐invasive rejection screening tools","year":2022,"lang":"en","type":"review","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Endomyocardial biopsy; Asymptomatic; Intensive care medicine; Heart transplantation; Gold standard (test); Transplantation; MEDLINE; Biopsy; Surgery; Pathology; 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":[0.007719202,0.0007098686,0.00290926,0.005915949,0.000294728,0.002037359,0.001421718,0.001685231,0.001522454],"category_scores_gemma":[0.01978005,0.0004458017,0.001840726,0.00597523,0.0009263557,0.00284467,0.0008459129,0.001642794,0.0002912562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547904,"about_ca_system_score_gemma":0.005282872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003670135,"about_ca_topic_score_gemma":0.005574404,"domain_scores_codex":[0.9961861,0.001318732,0.001362858,0.0003376792,0.0006897342,0.0001049048],"domain_scores_gemma":[0.95701,0.03470777,0.004041652,0.0004115954,0.003498425,0.0003305343],"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":[0.0001777072,0.00003530614,0.002523025,0.2807602,0.0007204479,0.0003201556,0.0004451106,0.0002334291,0.0003641482,0.001488752,0.01424853,0.6986832],"study_design_scores_gemma":[0.00007799173,0.0003885491,0.02227595,0.6639557,0.005074015,0.003787115,0.001167196,0.000251273,0.000377354,0.001632285,0.300927,0.00008559657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000930266,0.9993787,0.00002745854,0.0003605283,0.00004964311,0.000002890491,0.00001561698,0.000001383835,0.00007081101],"genre_scores_gemma":[0.001344304,0.9980089,0.0001629205,0.0003349909,0.0001024099,0.00001025909,0.00002223544,0.000001107029,0.00001290967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007719202,"threshold_uncertainty_score":0.04082352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0680095573745601,"score_gpt":0.36253100500254,"score_spread":0.2945214476279799,"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."}}