{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1352868,0.001286411,0.001312749,0.004025979,0.002730092,0.001770006,0.003037902,0.001323553,0.001649972],"category_scores_gemma":[0.1307097,0.001249956,0.001111281,0.004871061,0.001094873,0.0007498008,0.003756675,0.001140108,0.0007826075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002226851,"about_ca_system_score_gemma":0.01558444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05427628,"about_ca_topic_score_gemma":0.07123365,"domain_scores_codex":[0.8672059,0.0985732,0.01287322,0.007351882,0.01141458,0.00258127],"domain_scores_gemma":[0.866521,0.02866941,0.02840116,0.04520622,0.02668932,0.004512803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001932665,0.0003657708,0.9588005,0.0005413217,0.0007252408,0.0002016629,0.001473303,0.0007987645,0.0006424193,0.002434337,0.01162984,0.0204542],"study_design_scores_gemma":[0.001055187,0.0008219907,0.9680483,0.0005495963,0.0004369254,0.0004263695,0.0005157891,0.00314469,0.001311114,0.0009663439,0.02263106,0.00009265783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6096078,0.004218125,0.09897647,0.00150409,0.0007002305,0.1564094,0.1044055,0.00058708,0.02359136],"genre_scores_gemma":[0.5885745,0.001605668,0.1421411,0.001752495,0.0003917127,0.2070292,0.05445591,0.0001555158,0.003893953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1352868,"threshold_uncertainty_score":0.7154735,"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."}}