{"id":"W2091903528","doi":"10.1038/kisup.2013.21","title":"Management of chronic kidney disease and dialysis in homeless persons","year":2013,"lang":"en","type":"article","venue":"Kidney International Supplements","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; McGill University Health Centre","funders":"National Institute on Minority Health and Health Disparities; National Health and Medical Research Council; National Institute of Diabetes and Digestive and Kidney Diseases; National Center for Research Resources; Medical Research Council; National Institutes of Health; University of Queensland","keywords":"Dialysis; Medicine; Kidney disease; Medical record; Population; Addiction; Disease; End stage renal disease; Emergency department; Retrospective cohort study; Hemodialysis; Comorbidity; Intensive care medicine; Psychiatry; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000188031,0.0001276683,0.0002791407,0.0001685406,0.0001367316,0.00001269271,0.0002413738,0.00005553227,0.0122147],"category_scores_gemma":[0.0000679159,0.0001204369,0.00005475991,0.0001452659,0.00004885355,0.0001974722,0.0002332889,0.0001416538,0.0001311284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002513893,"about_ca_system_score_gemma":0.0001514083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444503,"about_ca_topic_score_gemma":0.0004560087,"domain_scores_codex":[0.998534,0.0001139348,0.0004449463,0.0002357441,0.0003549866,0.0003164493],"domain_scores_gemma":[0.9991326,0.00004790471,0.00014287,0.0001535921,0.0001034665,0.0004195814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003428483,0.0002617177,0.9667498,0.000607258,0.0002903617,0.00001660717,0.006775739,0.00000217516,0.0001508594,0.008697422,0.01209555,0.004318187],"study_design_scores_gemma":[0.006765317,0.00006002387,0.8311242,0.00160743,0.0001579426,6.683263e-8,0.04364098,0.001214857,0.0001236634,0.00455488,0.1102608,0.0004898014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836792,0.0001509745,0.0001067091,0.005582983,0.0008088616,0.001058292,0.0011538,0.00002757665,0.00743164],"genre_scores_gemma":[0.9956962,0.0005969707,0.0001621578,0.000305501,0.0001596253,0.0005287018,0.0005920473,0.00001627428,0.001942537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1356256,"threshold_uncertainty_score":0.9886883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197860141946339,"score_gpt":0.3661654056187322,"score_spread":0.3441868041992688,"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."}}