{"id":"W4406845241","doi":"10.1016/j.ekir.2024.11.643","title":"WCN25-4521 A Multicentre Prospective Observational Study of Ambulatory Blood Pressure Monitoring in Indian Patients With and Without Chronic Kidney Disease","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Observational study; Kidney disease; Ambulatory; Ambulatory blood pressure; Blood pressure; Intensive care medicine; Internal medicine; Prospective cohort study; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001528073,0.001182983,0.001602861,0.001347219,0.002096151,0.002450256,0.001536794,0.001333819,0.00202274],"category_scores_gemma":[0.003823047,0.001452121,0.002153923,0.004900315,0.0006852392,0.001264848,0.001495196,0.002664252,0.0008911318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112161,"about_ca_system_score_gemma":0.001357917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0546414,"about_ca_topic_score_gemma":0.05323983,"domain_scores_codex":[0.9972739,0.0009273468,0.0002815601,0.0006446007,0.0003617724,0.0005109107],"domain_scores_gemma":[0.9956931,0.0004291582,0.001523978,0.000560712,0.0005951384,0.001197964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001087177,0.0002084816,0.9969203,0.00002484651,0.0004326364,0.0001108287,0.0002557727,0.00001946238,0.0003632785,0.00002151327,0.0001918455,0.0003639236],"study_design_scores_gemma":[0.00008440441,0.000191928,0.9987759,0.000007373726,0.0002256934,0.00009540023,0.0003557957,0.00005012934,0.00002864287,0.000008755715,0.0001636884,0.00001234584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979737,0.0002027323,0.00008389606,0.00005092495,0.00002704501,0.00004244175,0.001041592,0.00000765047,0.0005700347],"genre_scores_gemma":[0.9973628,0.0001049164,0.0001358572,0.0001439245,0.0000457297,0.00008346781,0.001698728,0.00001147805,0.0004130662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0546414,"threshold_uncertainty_score":0.1086467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828476205466168,"score_gpt":0.2880628610726021,"score_spread":0.2697780990179405,"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."}}