{"id":"W2922008249","doi":"10.14740/wjnu375","title":"Burden, Access, and Disparities in Kidney Disease","year":2019,"lang":"en","type":"article","venue":"World Journal of Nephrology and Urology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Kidney disease; Medicine; Health care; Nephrology; Global health; Public health; Disease; Renal replacement therapy; Intensive care medicine; Equity (law); Workforce; Environmental health; Economic growth; Internal medicine; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001320705,0.00006060376,0.00019885,0.0002928423,0.00001854885,0.0000078897,0.00003706023,0.00005128365,0.0002915161],"category_scores_gemma":[0.00003098973,0.00004976956,0.00002060063,0.00007754245,0.0001076955,0.0001196668,0.00001479185,0.0002241932,0.000004315157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005408548,"about_ca_system_score_gemma":0.00006191004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000917561,"about_ca_topic_score_gemma":0.00004634519,"domain_scores_codex":[0.9995013,0.00005632722,0.0001967856,0.00008534249,0.00005490264,0.0001052909],"domain_scores_gemma":[0.9996063,0.00008735493,0.00007968528,0.0000467619,0.0000342444,0.0001456159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002174091,0.00004072288,0.9902588,0.00007117217,0.00004031859,0.0002345143,0.00009957764,0.000009055345,0.0006630569,0.00469169,0.000869921,0.0008471158],"study_design_scores_gemma":[0.002844879,0.0002485328,0.9634564,0.00002104993,0.00008954034,0.0005552063,0.000006542485,0.0001118298,0.00001285984,0.003052178,0.02956009,0.00004089174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491911,0.001230304,0.00002534691,0.04868673,0.0001439537,0.00007455554,0.000002563666,0.000003979397,0.0006414965],"genre_scores_gemma":[0.9824563,0.000941902,0.00003754778,0.0160656,0.00009520817,7.923331e-7,0.000004654807,0.000004652749,0.0003933192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03326525,"threshold_uncertainty_score":0.3191897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009393619848397797,"score_gpt":0.2654913161981662,"score_spread":0.2560976963497684,"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."}}