{"id":"W1516240356","doi":"10.1111/ajt.12667","title":"The Role of Donor-Specific HLA Alloantibodies in Liver Transplantation","year":2014,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Alberta; The Metabolomics Innovation Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Genentech; Astellas Pharma","keywords":"Medicine; Liver transplantation; Human leukocyte antigen; Transplantation; Immunology; Hepatitis B; Liver disease; Internal medicine; Antigen","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":[0.005630909,0.0003127535,0.0007403042,0.0006549263,0.000342544,0.001501596,0.0005273196,0.001160908,0.001377733],"category_scores_gemma":[0.004640528,0.0001439652,0.0003450492,0.0006689726,0.000997215,0.001357433,0.0008089442,0.002509591,0.0003688385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005746372,"about_ca_system_score_gemma":0.001111849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00030227,"about_ca_topic_score_gemma":0.0003974476,"domain_scores_codex":[0.9982003,0.0009448367,0.0002674355,0.0001147253,0.0003690783,0.0001036042],"domain_scores_gemma":[0.9964201,0.002091019,0.0004960939,0.0001610451,0.0004054418,0.0004264135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009315653,0.0003887095,0.0481993,0.003281735,0.0002545993,0.003042346,0.0004834943,0.001276645,0.004806344,0.01537895,0.01510025,0.9068561],"study_design_scores_gemma":[0.0002629869,0.004357632,0.2558875,0.01024458,0.001096881,0.03839763,0.002492971,0.005641358,0.007506235,0.08272294,0.5910785,0.0003107162],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02153918,0.9516131,0.001909128,0.01774525,0.002728375,0.00001148745,0.00001984628,0.00002713892,0.004406565],"genre_scores_gemma":[0.2213945,0.7506031,0.001379399,0.005249692,0.01973955,0.00002061972,0.00005299172,0.00002412907,0.001536045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005630909,"threshold_uncertainty_score":0.02977943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007915708679144137,"score_gpt":0.2521160666948796,"score_spread":0.2442003580157355,"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."}}