{"id":"W3107996784","doi":"10.3389/fmed.2020.583331","title":"Assessment of Hypertension Using Clinical Electrocardiogram Features: A First-Ever Review","year":2020,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Qatar National Research Fund; Qatar Foundation; Canada Research Chairs; BC Children's Hospital; Children's Hospital Foundation; Fonds National de la Recherche Luxembourg","keywords":"Medicine; Blood pressure; Confounding; Intensive care medicine; Medical emergency; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002994767,0.0005602652,0.01054876,0.0003786727,0.00004298741,0.000004592916,0.0002609558,0.0006189757,0.00009001541],"category_scores_gemma":[0.001807693,0.0003807201,0.001194312,0.001046627,0.0002952444,0.00004309715,0.00008837354,0.001892035,0.000004645142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004959802,"about_ca_system_score_gemma":0.001804932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000606421,"about_ca_topic_score_gemma":0.000003228805,"domain_scores_codex":[0.9948367,0.0007425594,0.002613694,0.0008268521,0.0005426303,0.0004375895],"domain_scores_gemma":[0.9975121,0.0004834854,0.0006782845,0.000848718,0.0001394766,0.0003379603],"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":[0.00001763662,0.0001615795,0.0004384017,0.08297455,0.0007678077,0.0002342325,0.00001585925,5.690978e-7,0.000001777009,0.00001143244,0.05022341,0.8651527],"study_design_scores_gemma":[0.001312692,0.0004805155,0.0003288859,0.1763532,0.006279244,0.0001861792,0.0000156002,0.0005220621,6.558812e-8,0.00001254143,0.8142912,0.0002178456],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002171722,0.9896671,0.002475277,0.002865462,0.00145584,0.003042714,0.00001199736,0.00004033508,0.0004390965],"genre_scores_gemma":[0.00001433877,0.984248,0.01226326,0.002150232,0.0009722653,0.00006659279,0.000134814,0.00006549968,0.00008493504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8649349,"threshold_uncertainty_score":0.9998645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076592368439497,"score_gpt":0.4191450495221818,"score_spread":0.3114858126782321,"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."}}