{"id":"W2402280439","doi":"10.1097/mot.0000000000000208","title":"Urinary biomarkers of renal transplant outcome","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"Canadian Institutes of Health Research; Manitoba Medical Service Foundation","keywords":"Medicine; Urinary system; Prospective cohort study; Internal medicine; Biomarker; Renal function; Cohort; Surgery; Intensive care medicine; Urology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003847269,0.0006234877,0.002145518,0.0009267069,0.00004104686,0.00001504768,0.0001962661,0.0003488424,0.0001049211],"category_scores_gemma":[0.00000981423,0.0004926493,0.0006262137,0.0007657846,0.00008826624,0.0001374925,0.000008715254,0.0004840276,0.00006844439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023058,"about_ca_system_score_gemma":0.0004722442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001594234,"about_ca_topic_score_gemma":0.000002325909,"domain_scores_codex":[0.996344,0.0002164564,0.001830559,0.0005732528,0.0006374646,0.0003982935],"domain_scores_gemma":[0.9986129,0.0001580284,0.000528304,0.0003511605,0.0001064831,0.0002430586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009028622,0.00152306,0.01702723,0.389489,0.0009264593,0.0002621564,0.0008820167,0.000006529905,0.000004874116,0.0002532426,0.0001150415,0.5886075],"study_design_scores_gemma":[0.01492427,0.001293798,0.009549832,0.3430138,0.008869623,0.004341989,0.00005075066,0.00002698204,0.00004036089,0.00006760118,0.6162922,0.001528808],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009607022,0.9937509,0.0006726834,0.00002217942,0.00226091,0.001624756,0.001230337,0.00006537356,0.0002767575],"genre_scores_gemma":[0.0005309897,0.9884154,0.0002786584,0.000004174153,0.0001568119,0.00009885114,0.0103932,0.00008127736,0.00004066223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6161771,"threshold_uncertainty_score":0.9997525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1744472400403328,"score_gpt":0.44027794412199,"score_spread":0.2658307040816572,"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."}}