{"id":"W4317608103","doi":"10.2215/cjn.0000000000000052","title":"Leveraging Electronic Health Record to Monitor Progression of Kidney Disease in Children","year":2023,"lang":"en","type":"letter","venue":"Clinical Journal of the American Society of Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Electronic health record; Kidney disease; Health records; Gerontology; Family medicine; Pediatrics; Health care; 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":[0.007889901,0.0005576953,0.001037156,0.006392614,0.00056657,0.002179212,0.001247899,0.0009688866,0.003159348],"category_scores_gemma":[0.05248629,0.0004479051,0.001230043,0.006595896,0.0002712464,0.003215783,0.002250801,0.001538474,0.001063085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547479,"about_ca_system_score_gemma":0.002164789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02890034,"about_ca_topic_score_gemma":0.04573788,"domain_scores_codex":[0.9881892,0.003577707,0.003234045,0.001601934,0.002967257,0.0004298745],"domain_scores_gemma":[0.95522,0.01464008,0.01590701,0.002853042,0.01006983,0.001310083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002206911,0.0001117037,0.9117237,0.00176323,0.0006483929,0.0001584207,0.0005520348,0.000306826,0.0001392212,0.0004144593,0.01370633,0.07025504],"study_design_scores_gemma":[0.00008678981,0.000247256,0.9620474,0.003153876,0.0006981277,0.0008003504,0.0006706348,0.00158833,0.0007045989,0.0006724674,0.02923442,0.00009560856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5715387,0.0752003,0.01476789,0.01230804,0.001090142,0.002998456,0.2709379,0.001379264,0.0497794],"genre_scores_gemma":[0.8555079,0.02734273,0.04369039,0.004880083,0.001277614,0.001813693,0.0628841,0.0002014674,0.002401997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02890034,"threshold_uncertainty_score":0.05746424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880105827864357,"score_gpt":0.376332309627875,"score_spread":0.3475312513492314,"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."}}