{"id":"W2065569595","doi":"10.1155/2015/923194","title":"Ascertainment and Verification of End-Stage Renal Disease and End-Stage Liver Disease in the North American AIDS Cohort Collaboration on Research and Design","year":2015,"lang":"en","type":"article","venue":"AIDS Research and Treatment","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; National Eye Institute; National Institute on Drug Abuse; National Institute of Mental Health; National Institute on Minority Health and Health Disparities; National Center for Research Resources; Centers for Disease Control and Prevention; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Agency for Healthcare Research and Quality; University of North Carolina at Chapel Hill; Government of Alberta; Johns Hopkins University; Canadian Institutes of Health Research; University of Washington; National Institutes of Health; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; Kaiser Permanente; Case Western Reserve University; Vanderbilt University; National Center for Advancing Translational Sciences; Health Resources and Services Administration","keywords":"Medicine; Cohort; End stage renal disease; Liver disease; Stage (stratigraphy); Cohort study; Disease; Human immunodeficiency virus (HIV); Retrospective cohort study; Internal medicine; Intensive care medicine; Emergency medicine; Immunology","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":[0.001169008,0.0001627645,0.0002474891,0.0003801373,0.0003288782,0.00006850823,0.00005923151,0.00003442184,0.0000134612],"category_scores_gemma":[0.0001660129,0.0001066646,0.00001590553,0.0006824457,0.0006823336,0.00009325514,0.0000523574,0.000208841,0.000006129388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003656966,"about_ca_system_score_gemma":0.000503311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002622967,"about_ca_topic_score_gemma":0.0005231501,"domain_scores_codex":[0.9974322,0.0006660401,0.0002487867,0.0004837044,0.0007896593,0.0003795545],"domain_scores_gemma":[0.997798,0.0005875416,0.00005926109,0.0004469634,0.0003178644,0.0007903888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003650413,0.001922439,0.9576246,0.00008618662,0.000140882,0.0002535874,0.001965067,0.00001487157,0.00003691381,0.002133665,0.0001681433,0.03200321],"study_design_scores_gemma":[0.002844973,0.01178965,0.9810454,0.00007496068,0.00007847576,0.000004157261,0.001151371,0.0007185789,0.00006859349,0.000180463,0.001960978,0.00008237221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932225,0.002169697,0.00002781226,0.001639641,0.000005850229,0.00256014,0.0001955468,0.000009444861,0.0001693892],"genre_scores_gemma":[0.9908952,0.006887817,0.0004196288,0.00003278643,0.00002201431,0.0007613143,0.0002442185,0.00001460335,0.0007224761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03192084,"threshold_uncertainty_score":0.4349657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251132942350335,"score_gpt":0.4152266260344625,"score_spread":0.290113331799429,"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."}}