{"id":"W2232756031","doi":"10.1093/ndt/gfv426","title":"Use of urine biomarker-derived clusters to predict the risk of chronic kidney disease and all-cause mortality in HIV-infected women","year":2016,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Dental and Craniofacial Research; National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Deafness and Other Communication Disorders; National Institute on Drug Abuse; National Institute of Mental Health; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Kidney disease; Renal function; Creatinine; Internal medicine; Biomarker; Incidence (geometry); Urine; Acute kidney injury; Gastroenterology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001690203,0.0004728982,0.0004557677,0.001385345,0.0004447105,0.0007405843,0.0005416573,0.0005025283,0.0005398106],"category_scores_gemma":[0.00489933,0.0002158086,0.00048706,0.0009382429,0.000297998,0.0002999871,0.0006142035,0.0003696518,0.0001613586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00045626,"about_ca_system_score_gemma":0.0004112574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005180367,"about_ca_topic_score_gemma":0.0059859,"domain_scores_codex":[0.9992971,0.0003494875,0.00003691758,0.000177137,0.00008390667,0.00005547982],"domain_scores_gemma":[0.9983144,0.0005501471,0.0005633777,0.0001597489,0.0002341717,0.0001781532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004107262,0.00003015321,0.9950796,0.0000106468,0.0001218954,0.0000169443,0.00008400011,0.0003419296,0.0003782542,0.00002182841,0.000100165,0.003403872],"study_design_scores_gemma":[0.00006903732,0.0003816049,0.9861246,0.000021973,0.000172609,0.000206452,0.0004134171,0.01104273,0.0009203365,0.0002696651,0.0003542802,0.00002317028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985608,0.0002582207,0.0005457671,0.00003158731,0.000006679968,0.00004284459,0.00030309,0.00001569818,0.0002353427],"genre_scores_gemma":[0.9987056,0.00004524687,0.0009092467,0.00001452317,0.000005373898,0.00003293067,0.0002181408,0.000002744582,0.000066159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005180367,"threshold_uncertainty_score":0.0103004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340864393152416,"score_gpt":0.2905580855378005,"score_spread":0.2671494416062764,"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."}}