{"id":"W2891521427","doi":"10.1111/nep.13489","title":"Spectrum of chronic kidney disease in China: A national study based on hospitalized patients from 2010 to 2015","year":2018,"lang":"en","type":"article","venue":"Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Research and Development; National Key Research and Development Program of China; Peking University; National Health and Family Planning Commission of the People's Republic of China; University of Michigan; World Health Organization","keywords":"Medicine; China; Kidney disease; Disease; Intensive care medicine; Internal medicine; Pediatrics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001250105,0.000171294,0.0003577015,0.0002691963,0.00003254626,0.000005141365,0.0001268574,0.0000780761,0.002132263],"category_scores_gemma":[0.0005827203,0.0001531567,0.00007843394,0.0002439162,0.0001147301,0.00004081937,0.00005882904,0.0001246011,0.0002392404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711184,"about_ca_system_score_gemma":0.001239304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003686261,"about_ca_topic_score_gemma":0.0001730196,"domain_scores_codex":[0.9984959,0.00008818691,0.000299566,0.0003976085,0.0004035076,0.0003152811],"domain_scores_gemma":[0.9987995,0.00006386367,0.00007911865,0.0003749663,0.000114192,0.0005683517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002934132,0.004830955,0.9297848,0.00002478246,0.0000721915,0.00002055175,0.0001875888,0.00002684446,0.0002895131,0.00004094928,0.06165878,0.0001289601],"study_design_scores_gemma":[0.0130865,0.005130112,0.9753332,0.00006259262,0.00009291603,7.072808e-8,0.000005891231,0.002395893,0.0001530126,0.0005475092,0.003066928,0.0001254099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922631,0.000055153,0.00001109205,0.005328845,0.0003474956,0.0009402824,0.0003111133,0.00003021369,0.0007127188],"genre_scores_gemma":[0.9900624,0.000001754074,0.00004656529,0.008915286,0.0004633411,0.0000766169,0.0003411611,0.00002114935,0.00007176332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05859185,"threshold_uncertainty_score":0.99878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007085339457605661,"score_gpt":0.271353099088301,"score_spread":0.2642677596306954,"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."}}