{"id":"W2000000089","doi":"10.1016/j.humimm.2005.08.007","title":"Pre transplant donor specific antibodies are associated with poor graft function after islet cell transplantation","year":2005,"lang":"en","type":"article","venue":"Human Immunology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Donor specific antibodies; Islet; Transplantation; Antibody; Medicine; Islet cell transplantation; Immunology; Diabetes mellitus; Surgery; Kidney transplantation; 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":[0.001121293,0.0005631163,0.0007600065,0.00119051,0.000591462,0.0013035,0.0006436684,0.001508153,0.002816454],"category_scores_gemma":[0.005151381,0.000446853,0.0004758647,0.001279671,0.0009181687,0.0009067658,0.0004420246,0.002245491,0.0004583398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665244,"about_ca_system_score_gemma":0.0003683309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003383428,"about_ca_topic_score_gemma":0.0003210011,"domain_scores_codex":[0.9992929,0.0002884694,0.00009503542,0.00006634086,0.0001087809,0.0001485066],"domain_scores_gemma":[0.987933,0.005708449,0.003833096,0.0007051972,0.0004299819,0.001390373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00306338,0.0006607883,0.9803036,0.00007678362,0.0001904871,0.002105058,0.0000967778,0.0001260737,0.007760325,0.0001250627,0.0001620525,0.005329614],"study_design_scores_gemma":[0.00005384073,0.0009847943,0.9891766,0.00001688206,0.0001683901,0.007074296,0.0001740368,0.0002384585,0.001616333,0.0002238162,0.0002586061,0.00001394604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986998,0.0005513298,0.0001037733,0.00006292415,0.00001982914,0.000003672331,0.00002339744,0.000007119732,0.0005281267],"genre_scores_gemma":[0.9993426,0.0001865878,0.00007681722,0.00005687591,0.00005624572,0.000003725666,0.00005805623,0.000006034057,0.0002129569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002816454,"threshold_uncertainty_score":0.009422004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141012156852092,"score_gpt":0.2177407552254106,"score_spread":0.2063306336568897,"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."}}