{"id":"W4397043082","doi":"10.1681/asn.20233411s1374a","title":"Prevalence and Outcomes of CKD in England (CaReMe CKD UK)","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Kidney disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007928333,0.0002016199,0.0004905302,0.0009772778,0.0004406155,0.0009761364,0.0003723463,0.0006536047,0.002390189],"category_scores_gemma":[0.004066343,0.0002516813,0.000390829,0.002020187,0.0002733248,0.0008063844,0.001310394,0.0005870297,0.0004292494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295373,"about_ca_system_score_gemma":0.001134316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1596843,"about_ca_topic_score_gemma":0.1749965,"domain_scores_codex":[0.9988468,0.000234796,0.0002529786,0.0002306142,0.0002717519,0.0001630977],"domain_scores_gemma":[0.9973726,0.0001897394,0.001247716,0.00009788598,0.00064025,0.0004518025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001618528,0.0000405957,0.981409,0.0003695647,0.0001104001,0.0003307015,0.0005074604,0.00007472083,0.0001864446,0.0001591672,0.01146474,0.005185294],"study_design_scores_gemma":[0.00002452053,0.00002705668,0.9974946,0.0001054184,0.0000187596,0.0002485557,0.000151837,0.00004988773,0.00001577716,0.00002361902,0.001833455,0.000006470582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143872,0.008875594,0.0002957721,0.002837086,0.0001237031,0.0001748784,0.06666661,0.00003455169,0.006604575],"genre_scores_gemma":[0.9723493,0.002389874,0.0004049241,0.001132105,0.00008558867,0.0001875026,0.022196,0.000009539664,0.001245126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1596843,"threshold_uncertainty_score":0.3175097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047650593977677,"score_gpt":0.2898469916666528,"score_spread":0.2693704857268761,"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."}}