{"id":"W4397025462","doi":"10.1681/asn.20213210s1715d","title":"REVEAL-CKD: Prevalence of Undiagnosed Early CKD in France and Japan","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Kidney disease; Pediatrics; Internal medicine; Intensive care 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":[0.0009433024,0.0002998921,0.0003502871,0.002013277,0.0003838663,0.0009689462,0.0004236266,0.0004406483,0.0009810377],"category_scores_gemma":[0.001292912,0.0002113406,0.0005788854,0.001257567,0.0003526564,0.0004504592,0.0007756537,0.000214472,0.0001622717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524419,"about_ca_system_score_gemma":0.001168888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1105323,"about_ca_topic_score_gemma":0.08306685,"domain_scores_codex":[0.9994063,0.0001115405,0.0000894792,0.0001695882,0.0001013744,0.0001216955],"domain_scores_gemma":[0.9987714,0.0001042971,0.0005678257,0.00007128426,0.0002204669,0.00026469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004491425,0.00001014731,0.9985631,0.00001242814,0.00003001877,0.0000709512,0.0001281843,0.00002387772,0.000118329,0.00001677984,0.0001261963,0.0008549706],"study_design_scores_gemma":[0.000004168186,0.00001581499,0.9994531,0.000004712047,0.00001295372,0.0001199449,0.0001369552,0.00004907177,0.00001835053,0.000004402217,0.0001779184,0.000002600691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975248,0.0004602651,0.00005995045,0.00007430271,0.000003816795,0.00001151336,0.001350274,0.00000685432,0.0005082693],"genre_scores_gemma":[0.998247,0.0002052568,0.000106203,0.00004862543,0.00001028964,0.00001796859,0.001157999,0.000002550535,0.0002041197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105323,"threshold_uncertainty_score":0.2197779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009408087620256559,"score_gpt":0.2683712285080608,"score_spread":0.2589631408878042,"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."}}