{"id":"W4403520235","doi":"10.2215/cjn.0000000000000567","title":"Albuminuria and Rapid Kidney Function Decline as Selection Criteria for Kidney Clinical Trials in Type 1 Diabetes Mellitus","year":2024,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto; University Health Network","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; Juvenile Diabetes Research Foundation United States of America; Center for Big Data Analytics, University of Texas at Austin; National Institute on Aging; National Institutes of Health; University of Toronto","keywords":"Medicine; Albuminuria; Renal function; Type 2 Diabetes Mellitus; Diabetes mellitus; Clinical trial; Internal medicine; Kidney; Selection (genetic algorithm); Kidney disease; Type 2 diabetes; Intensive care medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3026718,0.001656119,0.006164263,0.003307238,0.001327219,0.004968641,0.002066643,0.004320938,0.004421276],"category_scores_gemma":[0.3792327,0.001132464,0.00708703,0.0051215,0.002937265,0.003225816,0.003200569,0.005071216,0.0003167028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808793,"about_ca_system_score_gemma":0.003007217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007775471,"about_ca_topic_score_gemma":0.001862152,"domain_scores_codex":[0.3307303,0.6239244,0.02543612,0.00743137,0.009939181,0.002538752],"domain_scores_gemma":[0.4714713,0.450359,0.05024054,0.01712257,0.006439839,0.004366746],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.2606336,0.001103743,0.5507465,0.01185029,0.05524641,0.001323439,0.00206909,0.01075452,0.002291674,0.01002628,0.01109416,0.08286029],"study_design_scores_gemma":[0.06924421,0.03233915,0.6552776,0.00463806,0.024671,0.002255912,0.001251362,0.144743,0.003166589,0.02977936,0.03177792,0.0008559149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7118513,0.1044941,0.1217074,0.01145019,0.007153993,0.02854352,0.003124187,0.0007954292,0.01087992],"genre_scores_gemma":[0.9467407,0.001373693,0.03106688,0.00228096,0.0008851264,0.01475311,0.0006212995,0.0001434415,0.002134796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6973282,"threshold_uncertainty_score":0.8599297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08797562385464312,"score_gpt":0.4382398273105072,"score_spread":0.3502642034558641,"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."}}