{"id":"W2162228078","doi":"10.1111/j.1600-6143.2007.01777.x","title":"Pretransplant HLA Antibodies Are Associated with Reduced Graft Survival After Clinical Islet Transplantation","year":2007,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":false,"ca_institutions":"Capital District Health Authority; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Immunosuppression; Islet; Immunology; Antibody; Transplantation; Human leukocyte antigen; Panel reactive antibody; Population; Tacrolimus; Antigen; Diabetes mellitus; Internal medicine; Endocrinology","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":[0.000847882,0.0003509143,0.0005645517,0.0007070081,0.0004519241,0.001177962,0.0004185319,0.0008414048,0.00216108],"category_scores_gemma":[0.005063882,0.0002330527,0.0004784359,0.0009907273,0.0007356888,0.000591937,0.0004090181,0.001727594,0.0002254881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764153,"about_ca_system_score_gemma":0.0004214275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004415361,"about_ca_topic_score_gemma":0.0003906136,"domain_scores_codex":[0.9994122,0.0002356913,0.00007067481,0.00005996023,0.00009762904,0.0001239979],"domain_scores_gemma":[0.988932,0.004127729,0.004395536,0.0005369663,0.0003512358,0.001656537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005255394,0.0004545196,0.9834948,0.00003600795,0.0001925077,0.0008834766,0.0000608079,0.0001210282,0.004548253,0.000100124,0.0001040074,0.004748982],"study_design_scores_gemma":[0.00004044195,0.0006544159,0.9961885,0.000007178426,0.0001111175,0.001951675,0.00006796783,0.0001591374,0.0005728874,0.0001143051,0.000125355,0.000007151961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990157,0.0004139941,0.00006067101,0.00005019472,0.00001442805,0.000002273821,0.00002021356,0.000004713889,0.000417941],"genre_scores_gemma":[0.9996672,0.0000891969,0.000032,0.00003033799,0.0000262596,0.000001760991,0.0000405668,0.000003240762,0.0001094847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00216108,"threshold_uncertainty_score":0.007229567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742471895565508,"score_gpt":0.3006039372161687,"score_spread":0.2831792182605137,"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."}}