{"id":"W2140317231","doi":"10.1136/bmj.c5869","title":"Population based screening for chronic kidney disease: cost effectiveness study","year":2010,"lang":"en","type":"article","venue":"BMJ","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Kidney Disease Network; University of Alberta; University of Calgary; Alberta Health Services","funders":"Canadian Institutes of Health Research; Alberta Innovates; Fondation pour la Recherche Médicale","keywords":"Medicine; Kidney disease; Population; Renal function; Cohort; End stage renal disease; Quality-adjusted life year; Diabetes mellitus; Cost effectiveness; Internal medicine; Disease; Pediatrics; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000440453,0.0001403137,0.000237024,0.00007707372,0.0001167111,0.00002471178,0.00006399136,0.00005260946,0.0002509877],"category_scores_gemma":[0.001358703,0.0001242131,0.000135327,0.0001128954,0.00002162309,0.00007494099,0.00002145994,0.0001224769,0.00001950944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007944,"about_ca_system_score_gemma":0.0007259898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005560798,"about_ca_topic_score_gemma":0.00002685402,"domain_scores_codex":[0.9989911,0.00005594363,0.0001891086,0.0002867067,0.0002243889,0.0002527502],"domain_scores_gemma":[0.9986373,0.0002077508,0.00006342759,0.0003997604,0.00008567332,0.0006060416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009404202,0.0006487864,0.9787118,0.0006108426,0.00008588537,0.000016562,0.0000131843,0.00005719376,0.003011273,0.00008604013,0.006486841,0.009331113],"study_design_scores_gemma":[0.008467921,0.000324321,0.9736519,0.0002358008,0.0003664462,9.082561e-7,0.0000143083,0.009414104,0.0005969391,0.00005897796,0.006707768,0.000160549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900606,0.0001157755,0.002011983,0.001353796,0.0004285083,0.005549616,0.000142477,0.0001347141,0.0002025842],"genre_scores_gemma":[0.9962557,3.788961e-7,0.0004049771,0.0005883259,0.0008862105,0.0009247422,0.0008014685,0.000032927,0.0001052571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00935691,"threshold_uncertainty_score":0.5065262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02809629200697134,"score_gpt":0.3557411404763889,"score_spread":0.3276448484694175,"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."}}