{"id":"W3008877377","doi":"10.1111/ajt.15828","title":"The molecular diagnosis of rejection in liver transplant biopsies: First results of the INTERLIVER study","year":2020,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; The Metabolomics Innovation Centre","funders":"Canada Foundation for Innovation; Roche Organ Transplant Research Foundation; Genome Canada","keywords":"Medicine; Pathology; Kidney; Lung; Liver transplantation; Liver injury; Biopsy; Fibrosis; Liver biopsy; Lung transplantation; Transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003991643,0.0005487503,0.0004494679,0.001342238,0.0004846488,0.0009434117,0.0005160607,0.0008002224,0.00165752],"category_scores_gemma":[0.002638629,0.00019357,0.0003283854,0.0005843594,0.0005439366,0.0008167731,0.0005749993,0.0006898929,0.0007545142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004149446,"about_ca_system_score_gemma":0.0001868102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005767954,"about_ca_topic_score_gemma":0.0009611379,"domain_scores_codex":[0.9981742,0.000800335,0.0001156675,0.0004377885,0.0003121998,0.0001597681],"domain_scores_gemma":[0.9975948,0.0006720467,0.0004396821,0.0004545243,0.0005604851,0.0002784896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003923387,0.0004306315,0.7855041,0.0002167761,0.0003462362,0.001236402,0.001005621,0.0003049386,0.120292,0.0003692041,0.0007992698,0.0855714],"study_design_scores_gemma":[0.00007253255,0.001748095,0.9504703,0.00009267301,0.0003664233,0.004745644,0.0008567217,0.001923916,0.03117811,0.0003296158,0.008167122,0.00004884554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878932,0.004556284,0.004633287,0.0001317987,0.00004311453,0.00003816863,0.0001913286,0.00005245369,0.002460348],"genre_scores_gemma":[0.9927968,0.001202864,0.0041491,0.0002006421,0.00006451496,0.00002789705,0.0006469749,0.00003800583,0.0008731759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003991643,"threshold_uncertainty_score":0.02111012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542902349484339,"score_gpt":0.2657058872129358,"score_spread":0.2502768637180924,"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."}}