{"id":"W3128785579","doi":"10.1001/jamasurg.2020.6929","title":"Early Corticosteroid Cessation vs Long-term Corticosteroid Therapy in Kidney Transplant Recipients","year":2021,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care Research Institute; University of British Columbia; Centre for Advancing Health Outcomes","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Corticosteroid; Kidney transplant; Internal medicine; Kidney transplantation; Intensive care medicine; Kidney","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":[0.0001687273,0.0002226988,0.0005037631,0.0002131385,0.00005096145,0.00008004839,0.00005290507,0.0001380159,0.0003493163],"category_scores_gemma":[0.00006815681,0.0001891422,0.000218043,0.0003540673,0.00003079033,0.0002703529,0.000008052386,0.0002018242,0.00007510922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009375696,"about_ca_system_score_gemma":0.0002014018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006106148,"about_ca_topic_score_gemma":0.00002560027,"domain_scores_codex":[0.9981064,0.0001231374,0.0006186229,0.0003798364,0.0004233822,0.000348662],"domain_scores_gemma":[0.9988905,0.0002641802,0.0001349698,0.0003100235,0.0001193172,0.0002810446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001272769,0.0005319567,0.9743744,0.0001539368,0.0001526438,0.00308063,0.0004469917,0.000001221695,0.00417264,0.000004725543,0.00006811952,0.01574003],"study_design_scores_gemma":[0.004496315,0.0001357975,0.9800352,0.001665772,0.00007402596,0.000288706,0.000008947891,0.000009763384,0.01300462,0.00001161752,0.0001005058,0.0001687668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969534,0.0003480716,0.000119283,0.001115462,0.0006624807,0.0003110472,0.00006734538,0.00005072286,0.0003722314],"genre_scores_gemma":[0.9929895,0.002971519,0.00005888421,0.00217225,0.00008342644,0.0000446667,0.0009727353,0.00003467497,0.0006722949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01557126,"threshold_uncertainty_score":0.7712995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03533624565702011,"score_gpt":0.286064329265916,"score_spread":0.2507280836088959,"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."}}