{"id":"W2087580623","doi":"10.1046/j.1523-1755.2002.00356.x","title":"Albuminuria and renal insufficiency prevalence guides population screening: Results from the NHANES III","year":2002,"lang":"en","type":"article","venue":"Kidney International","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":354,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Albuminuria; Medicine; Internal medicine; National Health and Nutrition Examination Survey; Population; Environmental health; Kidney disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001584607,0.0001233429,0.0001225483,0.00005399084,0.0001056485,0.00005805935,0.0001694275,0.00005857,0.001474351],"category_scores_gemma":[0.001872405,0.00008801788,0.00006321692,0.00008401607,0.00008848503,0.0001559839,0.00007034677,0.0001154844,0.00004422148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004708826,"about_ca_system_score_gemma":0.00004854029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003858522,"about_ca_topic_score_gemma":0.000008409657,"domain_scores_codex":[0.998769,0.00003015914,0.000316421,0.0002992644,0.0004296131,0.0001555496],"domain_scores_gemma":[0.9991138,0.0001866646,0.0001123346,0.0002383949,0.00009961169,0.0002492002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006337207,0.0007866705,0.2231991,0.00006201564,0.0004141468,0.00004281169,0.002279776,0.00003093227,0.004476134,0.001583278,0.7431245,0.02336694],"study_design_scores_gemma":[0.008024218,0.0002203209,0.8171919,0.0009640342,0.0002841146,0.00004237327,0.0001716441,0.03215459,0.001646734,0.0006808094,0.1382868,0.0003324061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509363,0.001471072,0.0001076831,0.03182967,0.0004961334,0.0002984244,0.000747526,0.00009182007,0.01402134],"genre_scores_gemma":[0.990466,0.0002044847,0.0008125799,0.003017596,0.0007222819,0.00001155014,0.0006196913,0.00001109889,0.00413474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6048377,"threshold_uncertainty_score":0.9994385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534553423917192,"score_gpt":0.2645342593998045,"score_spread":0.2391887251606326,"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."}}