{"id":"W2261312712","doi":"10.1186/s40697-016-0095-8","title":"Consecutive First-Morning Urine Samples to Measure Change in the Albumin-to-Creatinine Ratio: A Pilot Study of a Home Urine Collection Protocol","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Urine; Creatinine; Urine collection device; Morning; Urology; Urine sample; Albumin; Renal function; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.027479,0.001669407,0.001568803,0.0007381348,0.001895079,0.001057121,0.00169934,0.001296997,0.002647589],"category_scores_gemma":[0.02629624,0.0009060208,0.001354829,0.000891419,0.001423174,0.0008879361,0.001200729,0.001750332,0.001027865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383023,"about_ca_system_score_gemma":0.005090843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003319989,"about_ca_topic_score_gemma":0.004691162,"domain_scores_codex":[0.9843673,0.01056035,0.001283447,0.001435498,0.001673058,0.0006802693],"domain_scores_gemma":[0.9603526,0.01337861,0.00478567,0.007058557,0.01073527,0.003689321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.1202102,0.3851947,0.2723892,0.002109509,0.0009575852,0.001175987,0.008398629,0.004629125,0.03290579,0.0005138731,0.007880433,0.163635],"study_design_scores_gemma":[0.02530027,0.7171108,0.2353611,0.0001783822,0.0004537529,0.0006695222,0.001483739,0.004193842,0.009699575,0.0002099018,0.005168148,0.0001709469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8613758,0.0001838178,0.02089462,0.0002106878,0.0001995854,0.1139741,0.001029384,0.0004244962,0.001707496],"genre_scores_gemma":[0.7508985,0.0002604694,0.07006207,0.0008580982,0.0002907498,0.1741972,0.001987232,0.000121338,0.001324404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.027479,"threshold_uncertainty_score":0.1453246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05724202309493429,"score_gpt":0.323579250370667,"score_spread":0.2663372272757327,"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."}}