{"id":"W4417080201","doi":"10.1053/j.ajkd.2025.09.020","title":"Care Processes and Clinical Responses to Newly Detected Albuminuria: The Stockholm Creatinine Measurements (SCREAM) Project","year":2025,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; National Institutes of Health; Stiftelsen Stig och Gunborg Westman; School of Medicine, New York University; Njurfonden; Leids Universitair Medisch Centrum; Universiteit Leiden; Stockholms Läns Landsting; Vetenskapsrådet; Hjärt-Lungfonden; Johns Hopkins University; Boehringer Ingelheim; Riksförbundet HjärtLung; York University; Karolinska Institutet","keywords":"Albuminuria; Referral; Nephrology; Health care; Kidney disease; Clinical Practice; Intervention (counseling); MEDLINE","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01245859,0.001813283,0.0009763649,0.002595052,0.001161299,0.003250448,0.002580727,0.001800027,0.001899701],"category_scores_gemma":[0.01570467,0.0009709061,0.002702429,0.003596576,0.0009194665,0.001832487,0.006226722,0.001318747,0.0007889708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384914,"about_ca_system_score_gemma":0.004715398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01995669,"about_ca_topic_score_gemma":0.01542048,"domain_scores_codex":[0.9877822,0.0076178,0.00115155,0.0014327,0.001080125,0.0009356133],"domain_scores_gemma":[0.9844418,0.002611483,0.008307855,0.0009951909,0.001988419,0.001655211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001387151,0.0003352943,0.9893209,0.0002412215,0.0009013251,0.0001496392,0.0007956973,0.0007371781,0.00007559178,0.000193353,0.002157795,0.003704936],"study_design_scores_gemma":[0.0005038056,0.0008597594,0.9906144,0.0002988553,0.0006858968,0.00029146,0.001479845,0.001147881,0.0002241035,0.0003145471,0.00351781,0.00006175078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853159,0.001040524,0.0009260529,0.0007824902,0.00007071391,0.0006162873,0.009745183,0.00004803373,0.001454849],"genre_scores_gemma":[0.9799999,0.0006047818,0.002852641,0.0002943704,0.0001418085,0.002090845,0.01254756,0.00005101549,0.001417093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01995669,"threshold_uncertainty_score":0.06588811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348306719371793,"score_gpt":0.3588590594098584,"score_spread":0.3353759922161405,"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."}}