{"id":"W4405635037","doi":"10.1371/journal.pgph.0004086","title":"Disparities in kidney care in vulnerable populations: A multinational study from the ISN-GKHA","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; University of Alberta","funders":"Daiichi Sankyo Europe; Medical Research Council; Chugai Pharmaceutical; Akebia Therapeutics; Astellas Pharma; University of Alberta; International Society of Nephrology; National Health and Medical Research Council; Fresenius Medical Care North America; AstraZeneca; Eli Lilly and Company; Heart and Stroke Foundation of Canada; Amgen","keywords":"Medicine; Refugee; Population; Nephrology; Health care; Kidney disease; Kidney transplantation; Internally displaced person; Global health; Family medicine; Transplantation; Environmental health; Public health; Economic growth; Internal medicine; Political science; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004714658,0.0003360099,0.0004784236,0.001170628,0.001540161,0.001120791,0.0009441714,0.0006302906,0.001320915],"category_scores_gemma":[0.005049238,0.0003328904,0.0007762882,0.002687606,0.0007571428,0.00126196,0.003046628,0.001060342,0.0002193757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289616,"about_ca_system_score_gemma":0.002510943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04986985,"about_ca_topic_score_gemma":0.0686912,"domain_scores_codex":[0.9980774,0.0008370673,0.000197182,0.0002463419,0.000261117,0.0003808461],"domain_scores_gemma":[0.9968489,0.0006103062,0.001204153,0.0003371125,0.000318367,0.0006812478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004426735,0.0001014314,0.9955882,0.00003187399,0.00005267109,0.00005964798,0.002078457,0.00002285247,0.00005115683,0.00009511824,0.0006178022,0.001256501],"study_design_scores_gemma":[0.0000206426,0.00008334597,0.9927076,0.0001020368,0.00006436093,0.0001181977,0.005750541,0.000166067,0.00003407401,0.0000652412,0.0008750259,0.00001296763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976877,0.0001467229,0.00006939912,0.000297267,0.0000113964,0.00004477792,0.001101173,0.000001424249,0.0006401427],"genre_scores_gemma":[0.9972536,0.0002534394,0.0002532872,0.0006375228,0.00001882506,0.0001694878,0.00127234,0.000006309794,0.0001353326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04986985,"threshold_uncertainty_score":0.09915912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06088321247872097,"score_gpt":0.3529729650218698,"score_spread":0.2920897525431488,"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."}}