{"id":"W2071081729","doi":"10.1109/iembs.2011.6090691","title":"Blood pressure estimation using oscillometric pulse morphology","year":2011,"lang":"en","type":"article","venue":"","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Blood pressure; Pulse (music); Pulse pressure; Materials science; Morphology (biology); Biomedical engineering; Cardiology; Internal medicine; Medicine; Physics; Optics; Geology","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":[0.0003838641,0.0005300299,0.000552914,0.001274596,0.0001925254,0.0008448983,0.0006474312,0.0005521983,0.00069806],"category_scores_gemma":[0.001957705,0.0002657054,0.0002898274,0.0009057158,0.0002101432,0.0008477055,0.0005506796,0.0004754721,0.0005295791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557652,"about_ca_system_score_gemma":0.0002485401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004112709,"about_ca_topic_score_gemma":0.0004272525,"domain_scores_codex":[0.9994693,0.00009859699,0.00003494115,0.00008190513,0.0002983363,0.00001691995],"domain_scores_gemma":[0.9993486,0.0002177916,0.0001014855,0.00006451416,0.0002369801,0.00003063205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002859171,0.0001027561,0.002968199,0.0002989043,0.00007054587,0.0003929992,0.0001087192,0.01269545,0.4331758,0.001712796,0.0009086163,0.5472794],"study_design_scores_gemma":[0.00009007109,0.0007741247,0.02167507,0.0000688055,0.0001464996,0.002994362,0.00007954821,0.7858593,0.1775011,0.003423093,0.007250587,0.000137387],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02628861,0.0005113229,0.9714376,0.00005847273,0.00004913193,0.00004702311,0.00005756784,0.0007554856,0.0007947772],"genre_scores_gemma":[0.3106501,0.001206008,0.6857184,0.0000736536,0.0001174922,0.0001116648,0.0002643033,0.0001187066,0.00173966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001274596,"threshold_uncertainty_score":0.00233525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395819833038886,"score_gpt":0.2283131779275478,"score_spread":0.1943549795971589,"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."}}