{"id":"W2931555374","doi":"10.21037/hbsn.2019.03.08","title":"Antibodies and liver transplantation","year":2019,"lang":"en","type":"article","venue":"HepatoBiliary Surgery and Nutrition","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Liver transplantation; Antibody; Transplantation; Donor specific antibodies; Immunology; Internal medicine; Kidney transplantation","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":[0.00007803077,0.00008814409,0.0001914517,0.00008948214,0.00004431138,0.00001226521,0.000006278353,0.00005076423,0.00006430753],"category_scores_gemma":[0.000003057858,0.0000729912,0.00005135279,0.00005618298,0.00002865511,0.0001646797,0.000002198421,0.00004638143,0.00002183709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006797025,"about_ca_system_score_gemma":0.000009127055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002944418,"about_ca_topic_score_gemma":0.000003899812,"domain_scores_codex":[0.9994946,0.00002698705,0.0001334656,0.0001646429,0.00008642342,0.00009386921],"domain_scores_gemma":[0.9996581,0.0001700214,0.00002615854,0.00006050272,0.00002270202,0.00006252198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005602355,0.000146346,0.990485,0.00276756,0.00003802749,0.000205618,0.0001309597,7.186866e-8,0.001387044,0.0001292255,0.00005241905,0.004097542],"study_design_scores_gemma":[0.001565691,0.0001505452,0.9898745,0.0009860706,0.0001336484,0.0009326618,0.00005786925,0.0001542217,0.005131071,0.0001390937,0.0007580099,0.0001166524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969606,0.001881524,0.00002819192,0.0001759295,0.00007730663,0.0003002327,0.00002522559,0.00003296852,0.0005179631],"genre_scores_gemma":[0.9485542,0.0506397,0.0001874181,0.0001703228,0.00002320022,0.00001266095,0.0002126192,0.000006906847,0.0001929997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04875818,"threshold_uncertainty_score":0.2976495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726533594727611,"score_gpt":0.2496945445677312,"score_spread":0.232429208620455,"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."}}