{"id":"W4414740571","doi":"10.1093/clinchem/hvaf086.436","title":"B-038 Configuration and validation of urine citrate open channel assay on the Roche Cobas c503","year":2025,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Roche Diagnostics; Urine; External quality assessment; Correlation coefficient; Citric acid; Reagent; Coefficient of variation; Kidney stones","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009157202,0.0000746994,0.0002090881,0.000008679209,0.00004994323,0.00002211019,0.0001672647,0.0001147251,0.0001610965],"category_scores_gemma":[0.001374823,0.00004987556,0.00004921648,0.000107801,0.0001926076,0.00002045649,0.00008839444,0.0002812931,0.00000483162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001170416,"about_ca_system_score_gemma":0.00008644481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007067335,"about_ca_topic_score_gemma":1.307831e-7,"domain_scores_codex":[0.9991787,0.00003877034,0.0003911262,0.0002052232,0.0001080615,0.00007810807],"domain_scores_gemma":[0.9988255,0.0005343576,0.0001197006,0.0003457408,0.0000996945,0.00007504202],"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":[0.0008765748,0.003162381,0.0202978,0.00155376,0.0004459756,0.00001512773,0.0001140492,0.000003926037,0.4617766,0.04029133,0.4393207,0.03214184],"study_design_scores_gemma":[0.001019251,0.00007821594,0.002481513,0.0004158581,0.0001112129,0.000004363329,0.00004806437,0.001568773,0.9694834,0.004997961,0.01970619,0.00008516639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8231233,0.00005614299,0.004619723,0.09294494,0.00005874546,0.0008328136,0.00001437943,0.00007855323,0.07827141],"genre_scores_gemma":[0.992878,0.00008682832,0.0004448137,0.002269995,0.00008655682,0.00006721765,0.00006292725,0.000005495223,0.004098134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5077069,"threshold_uncertainty_score":0.2033866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08664092553051565,"score_gpt":0.4267379491267394,"score_spread":0.3400970235962237,"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."}}