{"id":"W3081179806","doi":"10.1111/ctr.14065","title":"Molecular assessment of antibody‐mediated rejection in human pancreas allograft biopsies","year":2020,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"NIHR Imperial Biomedical Research Centre; Pathological Society of Great Britain and Ireland","keywords":"Medicine; Antibody; Pancreas; Graft rejection; Pancreas transplantation; Immunology; Pathology; Transplantation; Kidney transplantation; 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":[0.0009584452,0.0002377962,0.0002701238,0.001431876,0.0001554391,0.0004626967,0.0001469497,0.0002380684,0.0007292976],"category_scores_gemma":[0.001186869,0.0001236806,0.0001792801,0.0005821754,0.0002556454,0.0001820388,0.0002683431,0.0002343337,0.0001737152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487843,"about_ca_system_score_gemma":0.0001193479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002884805,"about_ca_topic_score_gemma":0.000504679,"domain_scores_codex":[0.9994712,0.0001675952,0.00004315796,0.0001044506,0.0001645186,0.00004906222],"domain_scores_gemma":[0.9994156,0.0002325016,0.0001761675,0.00003595577,0.00009157648,0.00004804732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001351131,0.000108261,0.5325112,0.000145631,0.0002231799,0.0002833548,0.0001968281,0.0008699469,0.4488869,0.0001462162,0.0001489195,0.01512836],"study_design_scores_gemma":[0.00002361363,0.0007116355,0.9112367,0.00003104595,0.0001431056,0.001079039,0.000248683,0.004563297,0.08090047,0.0002227675,0.0008200457,0.00001963116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963856,0.000586865,0.002230914,0.00001993301,0.000006029494,0.00002319883,0.0002832845,0.00002325017,0.0004409376],"genre_scores_gemma":[0.9949346,0.0003306711,0.003813768,0.00003728208,0.000008914568,0.00004054964,0.0005563835,0.000006126068,0.0002717742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001431876,"threshold_uncertainty_score":0.005068779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0629779352125972,"score_gpt":0.4349587417735704,"score_spread":0.3719808065609732,"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."}}