{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007899318,0.0003112116,0.003419608,0.0002941517,0.00009414924,0.00002109804,0.000235174,0.00009672134,0.0005375347],"category_scores_gemma":[0.0002547392,0.0002072535,0.0009582079,0.0003766635,0.0001335084,0.00009283692,0.00008647581,0.001119842,0.00001734863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005096197,"about_ca_system_score_gemma":0.001224667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003961346,"about_ca_topic_score_gemma":7.836948e-7,"domain_scores_codex":[0.997547,0.0004455091,0.001077189,0.0002702705,0.0004058418,0.0002542172],"domain_scores_gemma":[0.997366,0.0005834436,0.001269629,0.0003741951,0.0001595017,0.0002472729],"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":[0.00002546375,0.0002492974,0.000006736879,0.002136869,0.001227983,0.0006186507,0.00003597188,0.000001412482,0.0000212479,0.000006742638,0.00023335,0.9954363],"study_design_scores_gemma":[0.0005077724,0.001282501,0.00002240581,0.004418048,0.0157024,0.008517202,0.0001138217,0.000008513287,0.000001593961,0.000003432045,0.9692409,0.0001813948],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004644599,0.9982026,0.000005042082,0.0004703866,0.0003720864,0.0003311137,0.00001174281,0.00001677919,0.0001258492],"genre_scores_gemma":[0.001456231,0.9968204,0.0003625237,0.0005989691,0.0004977587,0.00000828926,0.00001262985,0.00005130062,0.0001918878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9952549,"threshold_uncertainty_score":0.8451553,"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."}}