{"id":"W2088105910","doi":"10.1097/tp.0b013e31823f468c","title":"Accommodation","year":2011,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Stollery Children's Hospital","funders":"","keywords":"Allotransplantation; ABO blood group system; Human leukocyte antigen; Immunology; Antibody; Antigen; Transplantation; Kidney transplantation; Immune system; Medicine; Biology; Internal medicine","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":[0.00003189495,0.00006774395,0.00008481221,0.00006257145,0.00003297208,0.000004132479,0.00002175052,0.00003387993,0.0005087557],"category_scores_gemma":[0.000001094524,0.00005502651,0.00004746876,0.00007785438,0.00001241121,0.0001106559,6.279567e-7,0.00003997213,0.0001736204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001224822,"about_ca_system_score_gemma":0.00001349729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004526215,"about_ca_topic_score_gemma":0.000008782505,"domain_scores_codex":[0.9995741,0.00001101654,0.0001239789,0.0001003399,0.0001062025,0.00008438309],"domain_scores_gemma":[0.999804,0.00001109587,0.00002527177,0.0000803818,0.00002695089,0.00005233475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004384299,0.00093807,0.9118002,0.001275884,0.0004088669,0.0007954076,0.01128048,0.00001144235,0.01576383,0.01846647,0.00004947931,0.03482554],"study_design_scores_gemma":[0.002349323,0.0001479485,0.9653335,0.0001006084,0.0002424922,0.0002371008,0.00003280817,0.00004240396,0.03104255,0.0003383121,0.00006029686,0.00007265404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8698565,0.00003204805,0.02369879,0.0001000626,0.0001246719,0.0003513156,0.00002353104,0.0001545382,0.1056586],"genre_scores_gemma":[0.9913706,0.0002072853,0.007579712,0.0001655568,0.00001718088,0.00001297734,0.0002739036,0.000008988667,0.0003638036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1215141,"threshold_uncertainty_score":0.5570518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06476147342045667,"score_gpt":0.2971860308207817,"score_spread":0.232424557400325,"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."}}