{"id":"W2901969664","doi":"10.1097/mbp.0000000000000356","title":"Accuracy of oscillometric blood pressure algorithms in healthy adults and in adults with cardiovascular risk factors","year":2018,"lang":"en","type":"article","venue":"Blood Pressure Monitoring","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Medicine; Blood pressure; Diastole; Algorithm; Cardiology; Auscultation; Internal medicine; Mathematics","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":[0.008469684,0.0006761157,0.0006154639,0.001633224,0.0002530278,0.001131774,0.000661729,0.00092732,0.0007513668],"category_scores_gemma":[0.03502286,0.0002540999,0.0006190561,0.0007504284,0.0003991661,0.0007516823,0.000734315,0.0004253985,0.0004484303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886896,"about_ca_system_score_gemma":0.0003138572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101433,"about_ca_topic_score_gemma":0.001609805,"domain_scores_codex":[0.9932087,0.002692744,0.00117656,0.00121382,0.00154093,0.0001671737],"domain_scores_gemma":[0.9850789,0.008402182,0.002770862,0.001003817,0.002512284,0.0002319219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001665065,0.00009513167,0.9118326,0.0002090933,0.0005134423,0.00008992929,0.0004357363,0.002361313,0.002463788,0.0001997676,0.0008126562,0.07932145],"study_design_scores_gemma":[0.0001892295,0.00137286,0.9449748,0.0002682068,0.0004365231,0.001554178,0.0004678209,0.04427842,0.003733365,0.0009198685,0.001748981,0.00005569266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637308,0.005311727,0.02657179,0.0002897216,0.0001718186,0.0001407869,0.0008272213,0.0003827474,0.002573346],"genre_scores_gemma":[0.9808966,0.0005816528,0.01729664,0.0001138722,0.00006454303,0.00006640027,0.0007389413,0.00003490689,0.0002064798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008469684,"threshold_uncertainty_score":0.04479253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159522746376295,"score_gpt":0.2584206356967429,"score_spread":0.2468254082329799,"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."}}