{"id":"W4414976750","doi":"10.1097/mbp.0000000000000774","title":"Validating the accuracy of Omron HBP-1320 electronic blood pressure monitor in pediatric and adult populations according to Association for the Advancement of Medical Instrumentation/European Society of Hypertension/International Organization for Standardization (ISO 81060-2:2018/Amd 1:2020)","year":2025,"lang":"en","type":"article","venue":"Blood Pressure Monitoring","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Standardization; Blood pressure; Association (psychology); Medical instrumentation; MEDLINE","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":[0.001041804,0.0001760047,0.0004398038,0.0001205371,0.000277111,0.00003679854,0.0002399711,0.0001242406,0.000004162514],"category_scores_gemma":[0.002427901,0.0001309826,0.0001165643,0.0005056712,0.0000307833,0.0001715279,0.0001929837,0.0001840123,9.452444e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002069033,"about_ca_system_score_gemma":0.0001324363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009289287,"about_ca_topic_score_gemma":0.00001363487,"domain_scores_codex":[0.997854,0.0001036514,0.0007714209,0.000301211,0.000733373,0.0002363598],"domain_scores_gemma":[0.9967551,0.001045006,0.0005800096,0.0002478418,0.001328788,0.00004320728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000346521,0.0006142182,0.9449148,0.001819544,0.005308148,8.469705e-7,0.00287045,0.003993997,0.02578004,0.001620108,0.001678911,0.01105239],"study_design_scores_gemma":[0.0206915,0.0009404185,0.6340827,0.002323315,0.05586684,0.00002064963,0.009745428,0.009923023,0.2514975,0.0003844189,0.01385994,0.0006641728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078666,0.03271715,0.02663243,0.02412008,0.002267074,0.005871494,0.0003095155,0.0001045915,0.0001110597],"genre_scores_gemma":[0.9933003,0.003147284,0.002530099,0.0001223998,0.0006016948,0.0000941263,0.00005332924,0.0000301614,0.0001206387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3108321,"threshold_uncertainty_score":0.5341314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356876833818072,"score_gpt":0.3049190220537448,"score_spread":0.2813502537155641,"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."}}