{"id":"W3012029161","doi":"10.1111/ajt.15862","title":"Inflammation in areas of fibrosis: The DeKAF prospective cohort","year":2020,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta","funders":"Sanofi; Astellas Pharma US; Novartis; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Biopsy; Internal medicine; Fibrosis; Gastroenterology; Prospective cohort study; Urology; Surgery","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":[0.001042002,0.0004630869,0.0006599243,0.0007056651,0.0008300415,0.001027093,0.0004057089,0.0005684101,0.002002211],"category_scores_gemma":[0.001245641,0.0005304549,0.0005261595,0.0007858846,0.0002620603,0.0009536762,0.0008329775,0.001075869,0.0005403246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003883459,"about_ca_system_score_gemma":0.0003569419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005895195,"about_ca_topic_score_gemma":0.007137672,"domain_scores_codex":[0.9994848,0.0000728237,0.00004054212,0.0001968656,0.00008203139,0.0001229788],"domain_scores_gemma":[0.9994507,0.00005203479,0.0001611511,0.0001424997,0.00005290152,0.0001406395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000481602,0.00003935573,0.9971649,0.000009203372,0.00008410681,0.0001554444,0.00007745645,0.00004241204,0.0002483362,0.00005177674,0.0003996129,0.001245673],"study_design_scores_gemma":[0.00005539781,0.00008818032,0.9979932,0.00001515312,0.00006960851,0.0006312459,0.000178344,0.0001174145,0.00004481004,0.00005319812,0.0007446267,0.000008813461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968857,0.0005715012,0.0001613964,0.00006305761,0.00001800861,0.00001988137,0.001620237,0.00000592951,0.0006542223],"genre_scores_gemma":[0.9972625,0.0002483555,0.0001186978,0.00005428043,0.00003116754,0.00002653857,0.001833773,0.000006277953,0.0004184301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005895195,"threshold_uncertainty_score":0.01172179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005492325128049,"score_gpt":0.2639252535223309,"score_spread":0.2538703302710504,"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."}}