{"id":"W2920493129","doi":"10.1097/txd.0000000000000868","title":"Early Persistent Progressive Acute Kidney Injury and Graft Failure Post Liver Transplantation","year":2019,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Liver transplantation; Surgery; Retrospective cohort study; Incidence (geometry); Acute kidney injury; Transplantation; Cohort; Complication; Kidney transplantation; Internal 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001162387,0.0002944508,0.000382183,0.0002451663,0.0001023723,0.00005895377,0.00008497337,0.0001781142,0.0006805481],"category_scores_gemma":[0.00000524324,0.0002576897,0.0002015102,0.0002109556,0.00007591133,0.0003460961,0.000004175711,0.0002253292,0.0001332992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003973245,"about_ca_system_score_gemma":0.00008665142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007915746,"about_ca_topic_score_gemma":0.00001484988,"domain_scores_codex":[0.9984611,0.00006704992,0.0003457613,0.0004527802,0.0003741179,0.0002992003],"domain_scores_gemma":[0.9992141,0.00005290919,0.0001086531,0.0002066663,0.0001450355,0.0002726445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0201979,0.0009092666,0.6167526,0.02974534,0.003305851,0.006497072,0.06576147,0.000009353264,0.2395768,0.002670388,0.003445544,0.01112839],"study_design_scores_gemma":[0.007474252,0.002553241,0.8546631,0.001317,0.004757799,0.003137552,0.0003002844,0.0001444429,0.1227914,0.00003557291,0.001883803,0.0009416036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929038,0.0001842647,0.0003970406,0.001371494,0.0001400553,0.001228652,0.0011569,0.0003589943,0.002258802],"genre_scores_gemma":[0.9878373,0.006523611,0.001981789,0.001242723,0.00005227272,0.00004904242,0.001220911,0.00005058172,0.001041834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2379104,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006095137319551956,"score_gpt":0.245209943219819,"score_spread":0.2391148059002671,"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."}}