{"id":"W1991110163","doi":"10.1046/j.1492-7535.2003.00044.x","title":"The Practice of Dialysis in the Developing Countries","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Intensive care medicine; Peritoneal dialysis; Reimbursement; Continuous ambulatory peritoneal dialysis; Developing country; Hemodialysis; Malnutrition; Population; Surgery; Economic growth; Health care; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001589283,0.00008892372,0.0001806194,0.0001465756,0.00009419674,0.00007035746,0.0002338635,0.00002761185,0.0001040604],"category_scores_gemma":[0.001633661,0.00004647328,0.0001831263,0.0004007419,0.00009074133,0.00008956386,0.00003317079,0.00008398983,0.00002629823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008179114,"about_ca_system_score_gemma":0.00009589252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003402567,"about_ca_topic_score_gemma":0.00003687294,"domain_scores_codex":[0.9984066,0.0002118721,0.0003839459,0.0001533817,0.0007134631,0.0001307012],"domain_scores_gemma":[0.9985707,0.0007568767,0.0001710491,0.0002731582,0.000202973,0.00002522872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005645933,0.0008616404,0.04137602,0.0000626296,0.00352663,0.0001098393,0.003756646,0.0004436567,0.0001813778,0.919254,0.01079724,0.01906574],"study_design_scores_gemma":[0.0008109168,0.00002090429,0.02096323,0.00004106905,0.000593661,0.00001367592,0.001713275,0.0004205571,0.0005192103,0.001318919,0.9734888,0.00009576311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.235353,0.002147352,0.01337465,0.1102868,0.001271216,0.001049057,0.00001885634,0.00004152843,0.6364575],"genre_scores_gemma":[0.9940655,0.001099362,0.001348433,0.002767041,0.00009458476,0.00004588768,0.00001704777,0.000006650773,0.0005554947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9626916,"threshold_uncertainty_score":0.1955763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01455269317402636,"score_gpt":0.2952359140754776,"score_spread":0.2806832209014513,"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."}}