{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05712739,0.001163062,0.001168088,0.003288939,0.002531747,0.005780942,0.006085537,0.009747075,0.01491174],"category_scores_gemma":[0.02928258,0.0007610585,0.002028039,0.001554593,0.001897647,0.002963767,0.006877642,0.009555291,0.01271464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00470027,"about_ca_system_score_gemma":0.02724997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009274347,"about_ca_topic_score_gemma":0.01072386,"domain_scores_codex":[0.9773806,0.006208353,0.001992397,0.001814582,0.0099816,0.002622438],"domain_scores_gemma":[0.9490854,0.006679706,0.003139005,0.002541103,0.02904118,0.009513693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002952758,0.0001358977,0.002857271,0.0006093421,0.00003469267,0.0002946499,0.000150328,0.0003766281,0.003537921,0.006687263,0.8943038,0.09071695],"study_design_scores_gemma":[0.00005416672,0.0001286223,0.005058209,0.001417721,0.00003884134,0.0004108757,0.0001890866,0.000400994,0.002577891,0.0037135,0.9859524,0.00005777582],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0115733,0.05275572,0.0679517,0.5567822,0.1306809,0.004607762,0.01366786,0.002326451,0.1596542],"genre_scores_gemma":[0.06725661,0.04131683,0.2159202,0.3024773,0.04142785,0.01096269,0.09297691,0.003502151,0.2241595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05712739,"threshold_uncertainty_score":0.3021221,"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."}}