{"id":"W1978005521","doi":"10.1016/j.healun.2008.02.004","title":"Myocardial HLA-G Reliably Indicates a Low Risk of Acute Cellular Rejection in Heart Transplant Recipients","year":2008,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Human leukocyte antigen; Heart transplantation; Medicine; Transplant rejection; Transplantation; Internal medicine; HLA-G; Antigen; Biopsy; Immunohistochemistry; Immune system; Immunosuppression; Immunology; Histocompatibility; Gastroenterology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009199059,0.0001030737,0.0003002442,0.0001571857,0.0001483915,0.000003065354,0.00007348925,0.0001130573,0.00001414576],"category_scores_gemma":[0.000009276208,0.0000688639,0.00009550461,0.000129281,0.000124855,0.0001427717,0.000003114869,0.0003028148,0.000006254361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000140759,"about_ca_system_score_gemma":0.00004230092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001669322,"about_ca_topic_score_gemma":0.00001269033,"domain_scores_codex":[0.9986134,0.0005953193,0.0004667308,0.0001105829,0.00007216009,0.0001417988],"domain_scores_gemma":[0.9994472,0.0001297394,0.0002399131,0.0001014904,0.00006498455,0.00001665552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001567364,0.00007021831,0.3289218,0.00007142985,0.0002950878,0.00001625383,0.01177832,0.00007413587,0.6567693,0.000006760467,0.0003568321,0.00007249548],"study_design_scores_gemma":[0.001820031,0.0004230375,0.7545573,0.0004482557,0.0004628548,0.003017571,0.0001153457,0.000004300572,0.2388736,0.00005939043,0.0001289241,0.00008939699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925759,0.005993408,0.0004048881,0.0002073277,0.0005457419,0.000187387,0.0000376044,0.000005688385,0.00004207348],"genre_scores_gemma":[0.9911653,0.008624529,0.00006260494,0.00001622979,0.00004743732,0.000002147063,0.00002030071,0.000007362162,0.00005408052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4256356,"threshold_uncertainty_score":0.2808188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006905265847965225,"score_gpt":0.2192086964599515,"score_spread":0.2123034306119863,"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."}}