{"id":"W4397025268","doi":"10.1681/asn.20203110s1799c","title":"Is Routine Screening with Serum and Urine Protein Electrophoresis in Evaluation of CKD Justified?","year":2020,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Biochemical and Molecular Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Urine; Medicine; Urology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000421134,0.00007819857,0.0002385618,0.0000165317,0.0000195441,0.0000027195,0.0001863665,0.00005429586,0.000007103507],"category_scores_gemma":[0.00007315513,0.00005191916,0.0001277521,0.0002098249,0.0004108244,0.000002738693,0.0001193687,0.0001896917,5.946019e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009294373,"about_ca_system_score_gemma":0.0001192351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004060261,"about_ca_topic_score_gemma":0.000004791582,"domain_scores_codex":[0.9990512,0.0001563541,0.0002373638,0.0001262191,0.0002864497,0.0001424552],"domain_scores_gemma":[0.9991599,0.00001060155,0.0004087621,0.0001198379,0.0002471748,0.00005374759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007208994,0.00003290206,0.003214472,0.0000261743,0.0001382873,6.363258e-7,0.000116522,0.00005593126,0.9912672,0.000001912385,0.001176507,0.003248561],"study_design_scores_gemma":[0.001505202,0.002196778,0.04422127,0.00002921924,0.0000879863,0.00003979639,0.0003081621,0.0008443323,0.9489993,0.00004045462,0.001649019,0.00007842224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874592,0.0006579884,0.0005139709,0.01121554,0.000002847804,0.0001334528,0.000004689067,6.241468e-7,0.00001164911],"genre_scores_gemma":[0.9943615,0.0001998307,0.003019646,0.002330985,0.00006611506,0.000002496187,0.000001404344,0.000008207777,0.000009817553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04226783,"threshold_uncertainty_score":0.2117202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508238787289524,"score_gpt":0.2895640215488844,"score_spread":0.2644816336759892,"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."}}