{"id":"W2920220365","doi":"10.1016/j.ekir.2019.01.011","title":"Burden, Access, and Disparities in Kidney Disease","year":2019,"lang":"en","type":"review","venue":"Kidney International Reports","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Kidney disease; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002333408,0.0004910249,0.001434478,0.0005133612,0.00003486462,0.0001916247,0.0002495034,0.0002328652,0.001223102],"category_scores_gemma":[0.004973471,0.0004128185,0.0004825265,0.0001976454,0.0001098985,0.0003186182,0.0003868812,0.0004250737,0.00007955364],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167853,"about_ca_system_score_gemma":0.005907264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000166757,"about_ca_topic_score_gemma":0.000002166384,"domain_scores_codex":[0.996999,0.00004809002,0.001057984,0.0008413035,0.0006859589,0.0003676679],"domain_scores_gemma":[0.9966766,0.0001223222,0.0005194306,0.0006674028,0.0001332356,0.001880993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001223452,0.0005858028,0.07092046,0.1171438,0.00152986,0.01091378,0.00003947999,0.000001142784,0.000001012805,0.001479623,0.4749177,0.322345],"study_design_scores_gemma":[0.000542514,0.00001750297,0.001384079,0.04231943,0.001190237,0.0003743325,0.000002118941,0.00003122006,4.618121e-7,0.0006569216,0.9531156,0.0003656046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004041323,0.9776896,0.000002005926,0.002836275,0.001791834,0.00108597,0.0006134816,0.00006903001,0.01587136],"genre_scores_gemma":[0.0004750347,0.9810446,0.00002464829,0.002791133,0.0008262359,0.0002254248,0.005372314,0.00007837819,0.009162253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4781979,"threshold_uncertainty_score":0.9998324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04640529557081435,"score_gpt":0.3723387861940859,"score_spread":0.3259334906232716,"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."}}