{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009293004,0.0003544593,0.000390629,0.001785409,0.0007811249,0.0005624332,0.0004961225,0.0003793842,0.001185701],"category_scores_gemma":[0.00111767,0.0003252407,0.0006599035,0.002298477,0.0003314347,0.0008845634,0.0009664067,0.0004226205,0.0001667469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166392,"about_ca_system_score_gemma":0.001860751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0496613,"about_ca_topic_score_gemma":0.06908939,"domain_scores_codex":[0.999314,0.00007071256,0.0001615146,0.0001624519,0.000153913,0.000137453],"domain_scores_gemma":[0.998956,0.00005806001,0.0004064086,0.00006659623,0.0001878358,0.0003251333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001558283,0.00001211219,0.9993581,0.00001177591,0.0000210972,0.00002234565,0.00004573082,0.00001487653,0.00005217829,0.000007864517,0.00008640363,0.0003519483],"study_design_scores_gemma":[0.000002353988,0.00001501436,0.9996118,0.00000559797,0.000009865614,0.00004835766,0.0001199669,0.0000628145,0.00001491366,0.000005159803,0.0001022759,0.000001829236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964277,0.0002882316,0.00006480514,0.00008920478,0.000008416186,0.00003062387,0.0025926,0.000004656462,0.0004936239],"genre_scores_gemma":[0.9967631,0.0001768307,0.00009428985,0.00009101016,0.0000108639,0.00003539212,0.002694568,0.000001729126,0.0001321732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0496613,"threshold_uncertainty_score":0.09874451,"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."}}