{"id":"W4210533865","doi":"10.1093/ajh/hpac017","title":"Cuffless Blood Pressure Devices","year":2022,"lang":"en","type":"review","venue":"American Journal of Hypertension","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; National Science Foundation","keywords":"Medicine; Blood pressure; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001400731,0.0008727766,0.001687837,0.002566387,0.0003623599,0.001374584,0.001188931,0.00142377,0.005358277],"category_scores_gemma":[0.003220391,0.0003093728,0.001591072,0.001844024,0.0006945539,0.001526199,0.0009234493,0.002004853,0.003433628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003920573,"about_ca_system_score_gemma":0.0008989751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046163,"about_ca_topic_score_gemma":0.0009887094,"domain_scores_codex":[0.9982894,0.0003188551,0.0002675553,0.0002702065,0.0007748869,0.00007910851],"domain_scores_gemma":[0.9985732,0.0007176087,0.0003134017,0.00006367336,0.000275195,0.00005689274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001686794,0.0001053938,0.0007130461,0.02057878,0.0002773301,0.0001823334,0.00008917315,0.0001573895,0.001944032,0.002379088,0.04091314,0.9324917],"study_design_scores_gemma":[0.00009218942,0.0003865382,0.00450004,0.01041842,0.0005114721,0.004458704,0.00007200208,0.0002416926,0.002195515,0.002428105,0.9746343,0.00006101676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003387909,0.994535,0.0007020989,0.0005257357,0.0006722678,0.0000229338,0.00008718226,0.00005039187,0.003065697],"genre_scores_gemma":[0.00518899,0.988685,0.0013601,0.001000377,0.001048954,0.00006904883,0.0002061752,0.00001293932,0.002428415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005358277,"threshold_uncertainty_score":0.0179252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06131081157091531,"score_gpt":0.3083528546137596,"score_spread":0.2470420430428443,"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."}}