{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007538563,0.001726803,0.002856323,0.001616909,0.0003445797,0.00165856,0.001216408,0.002240849,0.00565721],"category_scores_gemma":[0.0200853,0.0006618362,0.005596988,0.002667485,0.000887604,0.001220152,0.001356474,0.002249361,0.0002820427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00914084,"about_ca_system_score_gemma":0.006170641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0182956,"about_ca_topic_score_gemma":0.01717808,"domain_scores_codex":[0.9887748,0.008692447,0.0002768352,0.0006551786,0.001050047,0.0005507568],"domain_scores_gemma":[0.992667,0.004728623,0.001210689,0.0002836801,0.000379041,0.0007309362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4315474,0.02325553,0.09904362,0.01667779,0.09892222,0.001188823,0.0003634948,0.1004685,0.001307181,0.007471749,0.01449149,0.2052621],"study_design_scores_gemma":[0.4049809,0.1427879,0.2168962,0.006164864,0.07931146,0.003119378,0.0007183836,0.1155569,0.0009880946,0.01082475,0.01801643,0.000634723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.91456,0.04177578,0.005789219,0.003778627,0.0004769151,0.009154901,0.01140756,0.0001571702,0.0128998],"genre_scores_gemma":[0.9882217,0.004315473,0.002066011,0.0007574728,0.0001146234,0.002096909,0.002071819,0.000008450469,0.0003475242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0182956,"threshold_uncertainty_score":0.06632173,"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."}}