{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008710993,0.0002112158,0.000357028,0.0001739245,0.0001396308,0.00001880745,0.00005092642,0.0001754319,0.00156208],"category_scores_gemma":[0.000006272935,0.0001692485,0.00008388903,0.0001168498,0.0001436341,0.0001170973,0.000004597695,0.0002322768,0.0001560456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007329346,"about_ca_system_score_gemma":0.00002436942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001575016,"about_ca_topic_score_gemma":0.00007044322,"domain_scores_codex":[0.9989063,0.00007432116,0.0002734567,0.0002900676,0.0001469579,0.0003089043],"domain_scores_gemma":[0.9994817,0.00005798964,0.0001219895,0.0002011776,0.00008453862,0.0000525818],"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":[0.01149637,0.001670663,0.311947,0.0003852595,0.001204546,0.0002944932,0.004598739,0.00003355491,0.660279,0.0003345365,0.004565154,0.003190657],"study_design_scores_gemma":[0.00518167,0.001054857,0.9572993,0.0002557289,0.0004741361,0.0000696424,0.0002269667,0.00002844097,0.02830057,0.00002814756,0.006842628,0.0002379098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993575,0.001687522,0.0002031991,0.0003772406,0.0001567334,0.0002988777,0.00004763894,0.000173604,0.003480137],"genre_scores_gemma":[0.9949043,0.0003669749,0.000108219,0.0005339084,0.0001531673,0.00005742052,0.0004823737,0.00002938711,0.00336421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6453523,"threshold_uncertainty_score":0.9993506,"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."}}