{"id":"W2920962231","doi":"10.1016/j.healun.2019.01.025","title":"Regulatory T Cells in Asymptomatic ISHLT Grade A1 Rejection and the Risk of Chronic Lung Allograft Dysfunction","year":2019,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Asymptomatic; FOXP3; Lung transplantation; Biopsy; Lung; Transplantation; Internal medicine; Pathology; Gastroenterology; Immunology; Immune system","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":[0.0008969824,0.0003289529,0.0003673221,0.0006649193,0.0003294786,0.001106985,0.0004056627,0.0008159112,0.001262137],"category_scores_gemma":[0.002856659,0.0001938805,0.0002637126,0.0005249102,0.0004309889,0.0005674154,0.0003307655,0.000971759,0.0001858013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905928,"about_ca_system_score_gemma":0.0002516955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004801267,"about_ca_topic_score_gemma":0.0004603601,"domain_scores_codex":[0.999656,0.0001200298,0.00002905294,0.00005427399,0.00005429004,0.0000863083],"domain_scores_gemma":[0.9982457,0.0004230773,0.0007387517,0.0001076374,0.0001232957,0.0003615118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001157571,0.000137658,0.9932776,0.00001554721,0.00002896317,0.0003039336,0.00004741937,0.00004011218,0.0008138321,0.00006385058,0.00007489204,0.004038736],"study_design_scores_gemma":[0.00004389258,0.0009413685,0.9948052,0.00002206817,0.00008958843,0.002017254,0.0003047853,0.0006231282,0.0004620417,0.0003025502,0.0003756965,0.00001243896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988214,0.0004364486,0.0001082386,0.00005634827,0.00001899094,0.000003771094,0.00003829861,0.000005289249,0.0005111297],"genre_scores_gemma":[0.9996513,0.00006235096,0.00004635944,0.00002012452,0.00003811263,0.000002324092,0.00004208662,0.00000125299,0.000136078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001262137,"threshold_uncertainty_score":0.004743695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006155923639278072,"score_gpt":0.2568069871297307,"score_spread":0.2506510634904526,"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."}}