{"id":"W2072198105","doi":"10.1097/mbp.0b013e3282495916","title":"Automated blood pressure measurement for diagnosing hypertension","year":2007,"lang":"en","type":"article","venue":"Blood Pressure Monitoring","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Ambulatory blood pressure; Blood pressure; Ambulatory; Masked Hypertension; Emergency medicine; Intensive care medicine; Cardiology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001484283,0.0005441977,0.001109703,0.0002614139,0.0005799584,0.00008539779,0.0002333732,0.0003898059,0.00001840284],"category_scores_gemma":[0.0007006941,0.0004722643,0.0003353683,0.0003145538,0.00008288128,0.0002045248,0.0001854497,0.0004444955,0.00001183997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007441532,"about_ca_system_score_gemma":0.00009517783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009953798,"about_ca_topic_score_gemma":0.000009039755,"domain_scores_codex":[0.9960759,0.00006705174,0.0007644143,0.0008562039,0.0012275,0.001008879],"domain_scores_gemma":[0.9967102,0.0005269645,0.0002385855,0.0007828238,0.00135177,0.0003896033],"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":[0.001758674,0.004954745,0.1197079,0.003818219,0.03957442,0.001321286,0.001627393,0.0002154227,0.7700968,0.0001681868,0.04182414,0.01493281],"study_design_scores_gemma":[0.009420352,0.0008246456,0.0711198,0.001715525,0.09404807,0.0005371869,0.0003246493,0.0004711243,0.5828644,0.00004210081,0.2377674,0.0008647669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2729208,0.6996032,0.0008571131,0.002787306,0.007109514,0.006440593,0.00009723548,0.005641125,0.004543109],"genre_scores_gemma":[0.9883164,0.0003688048,0.006916734,0.0004590601,0.002865155,0.0001554811,0.00001237953,0.0001282146,0.0007777704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7153956,"threshold_uncertainty_score":0.9997729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06146630111747309,"score_gpt":0.2955579255346062,"score_spread":0.2340916244171332,"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."}}