{"id":"W4285009645","doi":"10.34067/kid.0001102022","title":"AKI in a Kidney Transplant Patient on a High-Risk Immunologic Drug Protocol","year":2022,"lang":"en","type":"article","venue":"Kidney360","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Electricity Association; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Protocol (science); Kidney transplant; Drug; Intensive care medicine; Kidney transplantation; Kidney; Internal medicine; Pharmacology; Pathology; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001359987,0.0002007349,0.0003025864,0.0002050216,0.0001568478,0.00001100613,0.0001006223,0.00003957169,0.0009280564],"category_scores_gemma":[0.00003222521,0.0001515456,0.0001265789,0.0002807906,0.00002603602,0.00003796543,0.00002169078,0.0004209673,0.00008981597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045548,"about_ca_system_score_gemma":0.0001701171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005845508,"about_ca_topic_score_gemma":0.00001154441,"domain_scores_codex":[0.9984512,0.0001633193,0.0003514601,0.0003293423,0.0004154062,0.0002893262],"domain_scores_gemma":[0.9993207,0.0000567112,0.0001080994,0.0002748191,0.0000183134,0.0002213056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02405789,0.01299694,0.8916986,0.001739014,0.001179714,0.009157975,0.01594821,0.001185656,0.003071108,0.003954033,0.007514714,0.02749616],"study_design_scores_gemma":[0.09401088,0.01601157,0.6626696,0.003165679,0.0006924086,0.0008951026,0.001298917,0.0005940876,0.01690812,0.00245799,0.1998244,0.00147122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129919,0.00003141781,0.00002960213,0.003982079,0.0004072043,0.07507335,0.001266323,0.0001995795,0.006018517],"genre_scores_gemma":[0.9224892,0.00001947517,0.000250681,0.002757979,0.00001918808,0.07334683,0.0002296335,0.00002462801,0.0008624207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.229029,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153838106176634,"score_gpt":0.2671275086485871,"score_spread":0.2555891275868208,"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."}}