{"id":"W2283302117","doi":"10.1097/tp.0000000000000867","title":"Elevated Urinary Matrix Metalloproteinase-7 Detects Underlying Renal Allograft Inflammation and Injury","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority; University of Manitoba","funders":"Canadian Institutes of Health Research; Satellite Healthcare; Manitoba Medical Service Foundation","keywords":"Medicine; Urinary system; Urology; Gastroenterology; Internal medicine; Pathology; Fibrosis; Creatinine; Inflammation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001648053,0.0001711268,0.0002117,0.000173378,0.00007195518,0.00002983987,0.00003316523,0.00009283135,0.00002186755],"category_scores_gemma":[0.0000103309,0.0001455681,0.00005494011,0.000180641,0.00003547503,0.0002589459,0.000003413672,0.0001090598,0.00002769692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004852229,"about_ca_system_score_gemma":0.00006099165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007224485,"about_ca_topic_score_gemma":0.00001682503,"domain_scores_codex":[0.9989577,0.00005809457,0.0002839343,0.0002225872,0.0002989255,0.0001787746],"domain_scores_gemma":[0.9994929,0.00003939385,0.00008011695,0.0001143433,0.00008494899,0.000188298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01110354,0.0004123493,0.06037841,0.003130979,0.0009862208,0.002107928,0.00512806,0.0003037803,0.8930448,0.001965407,0.00003015537,0.02140838],"study_design_scores_gemma":[0.02944522,0.00459668,0.4572391,0.001856374,0.003034761,0.004127766,0.000482701,0.002544476,0.4926438,0.002508203,0.0005735374,0.000947373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922451,0.0001932462,0.006073179,0.0002436991,0.00005902756,0.0005677728,0.0000248434,0.0001312486,0.0004618994],"genre_scores_gemma":[0.9928297,0.0003784923,0.005887117,0.00004917807,0.00003610365,0.00004100771,0.0004850534,0.00002147127,0.0002718134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.400401,"threshold_uncertainty_score":0.5936096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04738385448379055,"score_gpt":0.3281609968797934,"score_spread":0.2807771423960029,"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."}}