{"id":"W4391293773","doi":"10.1016/j.ajt.2023.12.023","title":"Banff 2022 Vascularized Composite Allotransplantation Meeting Report: Diagnostic criteria for vascular changes","year":2024,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; CareDx; CSL Behring; U.S. Department of Defense","keywords":"Medicine; Terminology; Consensus conference; Transplantation; Working group; Medical physics; Pathology; Surgery; Computer science; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005974621,0.0006305468,0.0006106404,0.00643608,0.001195944,0.001251255,0.001765814,0.001881421,0.006048425],"category_scores_gemma":[0.01063596,0.0002439056,0.0008142355,0.001663848,0.0006361897,0.00104499,0.001168262,0.001778526,0.00330168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002600766,"about_ca_system_score_gemma":0.006460924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02211509,"about_ca_topic_score_gemma":0.02792393,"domain_scores_codex":[0.9967605,0.0006957099,0.0004933086,0.0001104018,0.001533553,0.0004064409],"domain_scores_gemma":[0.9904721,0.0008383989,0.0008406755,0.0002784454,0.006551335,0.001019055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003189585,0.0001907249,0.07093664,0.0002817721,0.00004368954,0.002786565,0.0003299296,0.0005144549,0.003840477,0.004375319,0.8137124,0.1026691],"study_design_scores_gemma":[0.0001195294,0.0003259591,0.1807614,0.001981124,0.000108675,0.02377373,0.001185677,0.003658006,0.004376664,0.004036337,0.7794566,0.0002164589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1517809,0.04387379,0.1106592,0.1832423,0.05036598,0.01018173,0.03676224,0.001765353,0.4113685],"genre_scores_gemma":[0.4822779,0.0228468,0.2070375,0.03603347,0.0125709,0.007583671,0.09876422,0.0008292057,0.1320563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02211509,"threshold_uncertainty_score":0.04397273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810487507660988,"score_gpt":0.3370918555463657,"score_spread":0.3189869804697558,"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."}}