{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003917269,0.000206556,0.0005030236,0.001253271,0.0006934105,0.001196001,0.001305503,0.001635822,0.003107587],"category_scores_gemma":[0.02713047,0.000257117,0.0004075741,0.002259497,0.001686977,0.001716039,0.0006332998,0.001438626,0.0004804861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037722,"about_ca_system_score_gemma":0.002777966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02354026,"about_ca_topic_score_gemma":0.03060937,"domain_scores_codex":[0.9953056,0.001303746,0.0006924586,0.0004070623,0.001758656,0.0005324525],"domain_scores_gemma":[0.973464,0.009377468,0.009115444,0.0009414117,0.004795413,0.002306288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001411369,0.00007073395,0.970413,0.0001331785,0.00003098734,0.0006737343,0.0001286307,0.00008120948,0.00020561,0.0002218075,0.00402015,0.02387985],"study_design_scores_gemma":[0.00002957489,0.0003388174,0.9829093,0.001238321,0.00008143661,0.005363018,0.0009444354,0.001086149,0.0003333956,0.0007906175,0.006860722,0.00002411784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8729835,0.01685172,0.001503799,0.08929934,0.0009551656,0.00007673189,0.000776416,0.00006924675,0.01748401],"genre_scores_gemma":[0.9883119,0.003941137,0.001372071,0.004978374,0.0009602951,0.00001644094,0.0001610132,0.00001823119,0.0002405062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02354026,"threshold_uncertainty_score":0.04680645,"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."}}