{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06325247,0.004293497,0.007972616,0.009375219,0.0035115,0.01129761,0.006564138,0.01867333,0.009137295],"category_scores_gemma":[0.2362811,0.002430615,0.00524366,0.006153724,0.004245327,0.007815874,0.003689565,0.0328306,0.006789016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005957673,"about_ca_system_score_gemma":0.01851828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008230935,"about_ca_topic_score_gemma":0.01609793,"domain_scores_codex":[0.9666358,0.009108968,0.006971607,0.003232949,0.01287041,0.001180286],"domain_scores_gemma":[0.7476777,0.1562113,0.01132475,0.007142644,0.06792735,0.009716242],"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":[0.0000294025,0.000008274814,0.00005739347,0.0003211756,0.00004963497,0.00002123443,0.0000139854,0.00002208735,0.0000100221,0.000333479,0.9962338,0.002899603],"study_design_scores_gemma":[0.0004290065,0.00003394229,0.001357777,0.004491608,0.0004211264,0.000138267,0.00009992856,0.0003870991,0.0001600411,0.005146708,0.9872502,0.00008428691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000042583,0.006575088,0.0005965891,0.08619955,0.9049158,0.00006279386,0.0009651424,0.00007480088,0.0005677832],"genre_scores_gemma":[0.0006716844,0.007559675,0.0009925294,0.04534938,0.9408264,0.0002299738,0.0008041417,0.000181258,0.003384921],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06325247,"threshold_uncertainty_score":0.334515,"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."}}