{"id":"W4415434389","doi":"10.1093/ndt/gfaf116.1729","title":"#3833 Access to hemodialysis in Haiti, a low-income, conflict-affected country","year":2025,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hemodialysis; Peritoneal dialysis; Kidney disease; Population; Kidney transplantation; Renal replacement therapy; Dialysis; Transplantation; Poverty","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":[0.0007161945,0.0001508458,0.00009700387,0.000513824,0.001760049,0.0006439375,0.0003677827,0.0004449645,0.006421652],"category_scores_gemma":[0.001838077,0.0001564762,0.00008492491,0.0004799382,0.0005801592,0.0007753618,0.0008081983,0.0007226842,0.0006532765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008558754,"about_ca_system_score_gemma":0.002354389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03687623,"about_ca_topic_score_gemma":0.05621311,"domain_scores_codex":[0.9997033,0.0001198703,0.00003977079,0.00002392481,0.00003276448,0.00008021021],"domain_scores_gemma":[0.9986612,0.0002420313,0.000286897,0.00002380067,0.0001471699,0.0006389379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005842547,0.0004536303,0.9495864,0.0002974956,0.00001575035,0.001443314,0.008160379,0.0000822057,0.0005069952,0.0002900501,0.01963795,0.01946743],"study_design_scores_gemma":[0.00003583187,0.0003717304,0.9170573,0.0006898716,0.00002217535,0.001792063,0.04844049,0.0006616458,0.0002215657,0.0002905393,0.03038297,0.00003395925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825749,0.0004214139,0.0002288231,0.006363065,0.0000763412,0.0002069197,0.001558302,0.00001455041,0.008555808],"genre_scores_gemma":[0.9900445,0.00113379,0.00133834,0.003868515,0.00007694195,0.0004313635,0.0009407685,0.00000759439,0.002158178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03687623,"threshold_uncertainty_score":0.07332319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539134742602167,"score_gpt":0.2974690577052491,"score_spread":0.2820777102792275,"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."}}