{"id":"W3034799800","doi":"10.1186/s12014-020-09284-9","title":"Activity-based protein profiling guided identification of urine proteinase 3 activity in subclinical rejection after renal transplantation","year":2020,"lang":"en","type":"article","venue":"Clinical Proteomics","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Subclinical infection; Serine hydrolase; Urine; Serine; Transplantation; Medicine; Internal medicine; Gastroenterology; Biology; Enzyme; Biochemistry","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":[0.0005782631,0.0002583202,0.000294728,0.0008546135,0.000152078,0.0006049264,0.0001828681,0.0002877791,0.0006129249],"category_scores_gemma":[0.001020656,0.0001057245,0.0001994319,0.0003770718,0.0003372892,0.0001969909,0.0002440008,0.0002764532,0.0001255744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651982,"about_ca_system_score_gemma":0.0001625629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002925623,"about_ca_topic_score_gemma":0.000326292,"domain_scores_codex":[0.9997417,0.00005995112,0.00003286517,0.00004642659,0.00008205975,0.00003687453],"domain_scores_gemma":[0.9995157,0.0001263359,0.0001909918,0.00002174205,0.00006227251,0.00008295738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001886848,0.0001472331,0.6719689,0.0002088972,0.0001023058,0.001068139,0.0002742668,0.0003665694,0.3072595,0.00007282113,0.00009343305,0.01655119],"study_design_scores_gemma":[0.00001815401,0.0008213324,0.9214956,0.00001881209,0.00008356596,0.005628696,0.0002473422,0.002778919,0.06845826,0.0001102948,0.0003283804,0.0000105615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985129,0.0004716786,0.0007956185,0.00001268658,0.000002732656,0.00000698424,0.00003770107,0.00001125469,0.0001484772],"genre_scores_gemma":[0.9992663,0.000109311,0.0005187527,0.000009457726,0.000004024643,0.000002541478,0.00004315414,0.000002051846,0.00004435206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008546135,"threshold_uncertainty_score":0.003058195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08005180929816466,"score_gpt":0.3802128212619885,"score_spread":0.3001610119638238,"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."}}