{"id":"W2916471994","doi":"10.1111/jorc.12269","title":"Burden, access and disparities in kidney disease","year":2019,"lang":"en","type":"article","venue":"Journal of Renal Care","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"World Health Organization","keywords":"Medicine; Kidney disease; Disease; Health care; Equity (law); Public health; Global health; Intensive care medicine; Disease burden; Burden of disease; Environmental health; Economic growth; Internal medicine; Pathology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001080465,0.0000802568,0.0002560299,0.0002020547,0.00001450561,0.0000596291,0.00008651267,0.0000225858,0.0001448236],"category_scores_gemma":[0.00008232333,0.00005346637,0.0001275837,0.000105886,0.00002447795,0.000154283,0.00006851296,0.0001305293,0.00000549025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004866192,"about_ca_system_score_gemma":0.0001223757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002282948,"about_ca_topic_score_gemma":0.00000447122,"domain_scores_codex":[0.9992134,0.00002613861,0.0002406673,0.00009158751,0.000316559,0.0001116736],"domain_scores_gemma":[0.9992506,0.0000163744,0.0001110523,0.0001067776,0.0001342846,0.0003809381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002117628,0.0001821424,0.9629095,0.002874203,0.0003059919,0.001888483,0.0007641166,0.0005661973,0.0006309845,0.0006581989,0.01253369,0.01456886],"study_design_scores_gemma":[0.003661225,0.0003241429,0.9611244,0.002561052,0.0005357729,0.00003623918,0.0008782658,0.0001781346,0.0001131644,0.0003254504,0.03010524,0.0001568811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890258,0.004011902,0.00001308259,0.002894895,0.0001825834,0.0001431733,0.00001182236,0.000003752581,0.003713001],"genre_scores_gemma":[0.9979982,0.0004262331,0.00003300488,0.0007171315,0.0002257098,0.000001403831,0.000009399536,0.000007636088,0.0005812857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01757155,"threshold_uncertainty_score":0.2180295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046110320027357,"score_gpt":0.2804828696275862,"score_spread":0.2700217664273126,"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."}}