{"id":"W2908402938","doi":"10.1016/j.kint.2018.08.019","title":"The International Society of Nephrology’s International Consortium of Collaborators on Chronic Kidney Disease of Unknown Etiology: report of the working group on approaches to population-level detection strategies and recommendations for a minimum dataset","year":2018,"lang":"en","type":"editorial","venue":"Kidney International","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Queen's University; University of British Columbia","funders":"Medical Research Council","keywords":"Kidney disease; Medicine; Population; Disease; Etiology; Environmental health; Pathology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001351835,0.0002289011,0.0004793834,0.0002723078,0.000155484,0.00005691678,0.0007511202,0.0003591058,0.00004047975],"category_scores_gemma":[0.002430641,0.0001703142,0.0002301352,0.0001865722,0.0003052159,0.0001530634,0.0001924411,0.0002828921,0.000001749742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004162329,"about_ca_system_score_gemma":0.0008315596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006963934,"about_ca_topic_score_gemma":0.000351057,"domain_scores_codex":[0.9973127,0.00005186413,0.00166404,0.0004941452,0.0002948908,0.0001824006],"domain_scores_gemma":[0.9959354,0.0003765954,0.002624372,0.0004456216,0.0004805127,0.0001374652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004932309,0.0002010939,0.00407022,0.0002780016,0.0009769301,3.665706e-7,0.0002508982,0.00007163897,0.0000788239,0.04044487,0.9521191,0.001014895],"study_design_scores_gemma":[0.0008580372,0.0002918205,0.005644188,0.0004591505,0.00002218623,0.000002129624,0.0002220338,0.001142583,0.0001020358,0.002728312,0.9883574,0.0001701113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.025444,0.0002131835,0.003012426,0.0411999,0.734918,0.00243607,0.1910051,0.00002560761,0.001745658],"genre_scores_gemma":[0.8444288,0.000701386,0.001907853,0.0009425107,0.1090345,0.0005767348,0.04095345,0.00009163707,0.00136312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8189848,"threshold_uncertainty_score":0.6945212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0857529432307061,"score_gpt":0.3007280457287425,"score_spread":0.2149751024980364,"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."}}