{"id":"W3020893307","doi":"10.1111/ajt.15975","title":"Rejection in the setting of non-HLA antibody: New tools for navigating bench to bedside","year":2020,"lang":"en","type":"letter","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Human leukocyte antigen; Antibody; Transplantation; Immunology; Heart transplantation; Autoimmunity; Immune system; Panel reactive antibody; Antigen; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009082093,0.0012683,0.001916809,0.007654424,0.001125595,0.008158737,0.002368038,0.004267319,0.014436],"category_scores_gemma":[0.02514252,0.0006142491,0.001839314,0.003648414,0.003396593,0.01218625,0.005024403,0.007063932,0.006104085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512648,"about_ca_system_score_gemma":0.003281495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482215,"about_ca_topic_score_gemma":0.00296542,"domain_scores_codex":[0.9948521,0.002122026,0.0004843876,0.0004050108,0.001829684,0.000306843],"domain_scores_gemma":[0.9775273,0.0129231,0.001699561,0.001378804,0.004601238,0.001870043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003006324,0.0001731234,0.006320792,0.006591937,0.0002626452,0.001344856,0.001418028,0.0004559151,0.001914989,0.01828125,0.1329346,0.8300012],"study_design_scores_gemma":[0.00008804227,0.0004266223,0.005023856,0.01279156,0.0003701524,0.006020015,0.00391207,0.001236039,0.002077664,0.07849226,0.8893309,0.0002308524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.006685378,0.7148185,0.03590285,0.1833531,0.02060376,0.0001861156,0.0007313338,0.00158841,0.03613059],"genre_scores_gemma":[0.07778498,0.7304206,0.08202111,0.06177936,0.03106019,0.0004404949,0.001003854,0.000723368,0.01476608],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.014436,"threshold_uncertainty_score":0.04829323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920134344904444,"score_gpt":0.376363760331995,"score_spread":0.3471624168829505,"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."}}