{"id":"W3026304753","doi":"10.1111/ajt.16059","title":"Banff 2019 Meeting Report: Molecular diagnostics in solid organ transplantation–Consensus for the Banff Human Organ Transplant (B-HOT) gene panel and open source multicenter validation","year":2020,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Medical Research Council; Wellcome Trust","keywords":"Medicine; Transplantation; Bioinformatics; Computational biology; Biology; Internal medicine","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":[0.001068357,0.0003115901,0.0007487049,0.0001911241,0.0002222026,0.0001079175,0.0002835604,0.0000865024,0.00001830889],"category_scores_gemma":[0.0001542127,0.0002418259,0.0001801057,0.0003718981,0.0001816398,0.0002256257,0.000009128322,0.000375674,0.000001496302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004711601,"about_ca_system_score_gemma":0.0001579083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003258685,"about_ca_topic_score_gemma":0.00009678529,"domain_scores_codex":[0.9971911,0.0003132202,0.001315164,0.0003767456,0.0004467644,0.0003570191],"domain_scores_gemma":[0.9971652,0.001315781,0.0008072705,0.0001838771,0.0002703496,0.0002575377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01749725,0.0004936826,0.2218392,0.001969033,0.001564416,0.007220059,0.06303363,0.008192765,0.6479668,0.0002666716,0.000114071,0.02984246],"study_design_scores_gemma":[0.03082279,0.003815851,0.4763267,0.002466837,0.00931727,0.01460306,0.005908976,0.003257184,0.4515973,0.0001771431,0.000516552,0.001190357],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7532398,0.0003407462,0.240532,0.004593519,0.0001269967,0.0009657223,0.0001503748,0.00002453343,0.00002637217],"genre_scores_gemma":[0.9611434,0.003587989,0.03335138,0.001256779,0.0001740921,0.00002450952,0.0003766445,0.00006810288,0.00001709927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2544875,"threshold_uncertainty_score":0.9861374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678318899090127,"score_gpt":0.3367786697642615,"score_spread":0.2999954807733602,"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."}}