{"id":"W4362589660","doi":"10.1016/j.healun.2023.02.1662","title":"(358) Banff Human Organ Transplant Consensus Gene Panel for Detecting Antibody Mediated Rejection in Heart Allograft Biopsies","year":2023,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Transcriptome; Microarray; Gene expression profiling; Panel reactive antibody; Immune system; Microarray analysis techniques; Biology; Immunology; Gene; Gene expression; Phenotype; Computational biology; Medicine; Pathology; Bioinformatics; Antigen; Human leukocyte antigen; Genetics","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":[0.00187833,0.0004348093,0.0003079673,0.002898349,0.0007240408,0.0005386827,0.0007611093,0.001370989,0.01173012],"category_scores_gemma":[0.001805905,0.0001994692,0.000508893,0.001156892,0.0002420327,0.0002381377,0.0004427462,0.0007743912,0.004187095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005110533,"about_ca_system_score_gemma":0.001090041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006898087,"about_ca_topic_score_gemma":0.03417337,"domain_scores_codex":[0.9992498,0.0002184182,0.00009209961,0.00005478445,0.0002835256,0.0001013983],"domain_scores_gemma":[0.9983878,0.0002370267,0.0002169821,0.0001002804,0.0008588118,0.0001990925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001804296,0.0008470804,0.2842825,0.0006190884,0.0002366349,0.004348848,0.0003501443,0.0009695815,0.05205911,0.004178204,0.4871336,0.163171],"study_design_scores_gemma":[0.0003320454,0.0008750288,0.5918998,0.0006490633,0.0002133058,0.007359822,0.0004112043,0.002703925,0.02180223,0.002187458,0.3714691,0.00009706584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.3073303,0.01000491,0.05239416,0.02458826,0.003580983,0.005101673,0.0696447,0.004127689,0.5232273],"genre_scores_gemma":[0.6392097,0.006062504,0.1486641,0.02097365,0.001527503,0.004436656,0.05786132,0.0004713389,0.1207932],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01173012,"threshold_uncertainty_score":0.03924119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04573771054660181,"score_gpt":0.3565199933126688,"score_spread":0.310782282766067,"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."}}