{"id":"W3135296769","doi":"10.1093/jcag/gwab002.205","title":"A207 DE NOVO DONOR-SPECIFIC ANTIBODY FORMATION IN LIVER TRANSPLANTS: RISK FACTORS FOR DEVELOPMENT AND IMPACT ON GRAFT SURVIVAL.","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Liver transplantation; Transplantation; Cohort; Donor specific antibodies; Hazard ratio; Proportional hazards model; Internal medicine; Antibody; Gastroenterology; Surgery; Immunology; Kidney transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004027984,0.0002120062,0.0001573711,0.0006019108,0.0002683372,0.0005330192,0.0003299809,0.0002799786,0.001469965],"category_scores_gemma":[0.001195961,0.0001416929,0.0001912884,0.0006518678,0.0003034947,0.0002799957,0.0003222724,0.0004414774,0.0001396493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009150243,"about_ca_system_score_gemma":0.0009135955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02276578,"about_ca_topic_score_gemma":0.02830023,"domain_scores_codex":[0.9998205,0.00003240458,0.00001484432,0.0000438293,0.00003428933,0.00005408646],"domain_scores_gemma":[0.9984949,0.0002697332,0.0006635662,0.00005207295,0.0001241749,0.0003955293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004711814,0.000006921729,0.9993491,0.000002576078,0.000006411035,0.00004982685,0.00000762985,0.00001638105,0.00007691712,0.000004831652,0.00002204965,0.0004102569],"study_design_scores_gemma":[0.000002340252,0.00003474741,0.9993079,0.000003515021,0.00001005748,0.0003178708,0.00003566228,0.0001573815,0.00005065442,0.000009273069,0.00006928824,0.000001330109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992495,0.0003560624,0.00004048973,0.00002696984,0.000002695825,0.000002490505,0.0001369305,0.000001549228,0.000183351],"genre_scores_gemma":[0.9996371,0.00006533391,0.0000342124,0.00001028681,0.000005042668,0.000001337398,0.0001628782,5.162465e-7,0.000083281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02276578,"threshold_uncertainty_score":0.04526657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952752983359564,"score_gpt":0.2758842934073906,"score_spread":0.256356763573795,"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."}}