{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003322731,0.00018325,0.0002100669,0.001048155,0.001502402,0.002799283,0.0007789659,0.001187537,0.006110696],"category_scores_gemma":[0.007608652,0.0001570455,0.0001366234,0.002950376,0.002727249,0.001043793,0.001774514,0.001321531,0.001681524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002683058,"about_ca_system_score_gemma":0.007842413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006094505,"about_ca_topic_score_gemma":0.005083396,"domain_scores_codex":[0.9965828,0.001846748,0.0004057061,0.0003519272,0.0005750123,0.0002378177],"domain_scores_gemma":[0.9940889,0.001122426,0.001460775,0.000750889,0.001114598,0.001462332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001006228,0.0002351336,0.08641607,0.001716424,0.00003786727,0.001282032,0.01078444,0.0005093256,0.001896944,0.05260354,0.1534588,0.6909589],"study_design_scores_gemma":[0.00001422444,0.00008788256,0.05448367,0.001400425,0.00001159547,0.002968709,0.004930865,0.000119508,0.0003369472,0.005784214,0.9298411,0.00002079732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09802932,0.3006214,0.01064771,0.243318,0.004911175,0.0003954794,0.002088534,0.0004199909,0.3395684],"genre_scores_gemma":[0.646194,0.2708449,0.0188613,0.03297971,0.003085609,0.0003215186,0.0006794563,0.00009600333,0.02693748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006110696,"threshold_uncertainty_score":0.02044231,"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."}}