{"id":"W1974091104","doi":"10.1038/kisup.2013.26","title":"A population-based study on care and clinical outcomes in remote dwellers with heavy proteinuria","year":2013,"lang":"en","type":"article","venue":"Kidney International Supplements","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"National Institute on Minority Health and Health Disparities; National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Proteinuria; Medicine; Nephrology; Urinalysis; Internal medicine; Creatinine; Population; Intensive care medicine; Urine; Kidney; Environmental health","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":[0.0001072861,0.0001619608,0.0002601552,0.000153633,0.00003841603,0.000030341,0.00009441712,0.00004472777,0.001614083],"category_scores_gemma":[0.0003352895,0.000120657,0.00006609925,0.00007338444,0.00002242758,0.00009069395,0.00003586664,0.0001358189,0.00005684694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077368,"about_ca_system_score_gemma":0.0002235081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923427,"about_ca_topic_score_gemma":0.0002236137,"domain_scores_codex":[0.9985605,0.00005420851,0.0003864438,0.0003354532,0.0004717009,0.0001916506],"domain_scores_gemma":[0.9991612,0.00007596015,0.00008061652,0.0002112691,0.0001087315,0.000362251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002573835,0.000789569,0.9933192,0.00002639314,0.0001706713,0.00001792203,0.000136134,0.000003621231,0.00000753205,0.00001049681,0.003808678,0.001452393],"study_design_scores_gemma":[0.01124954,0.00112237,0.9843546,0.0001652405,0.00006130847,6.133495e-7,0.0005559666,0.0004026899,0.00005495412,0.00005120995,0.001852111,0.0001293904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923073,0.00001232864,0.000007957881,0.004599431,0.0001364825,0.001894728,0.0001321688,0.00002809763,0.0008815231],"genre_scores_gemma":[0.9947922,0.000002909615,0.0007305266,0.003087908,0.00007607129,0.00009771698,0.0009573209,0.00001960675,0.0002357445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01099216,"threshold_uncertainty_score":0.9992986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679357384027663,"score_gpt":0.3394150829020876,"score_spread":0.322621509061811,"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."}}