{"id":"W3213490522","doi":"10.2196/24916","title":"Continuous Noninvasive Remote Automated Blood Pressure Monitoring With Novel Wearable Technology: A Preliminary Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hamilton Health Sciences; University of Alberta; Population Health Research Institute; Université de Montréal; McGill University; McMaster University","funders":"Heart and Stroke Foundation of Canada","keywords":"Supine position; Continuous monitoring; Wearable computer; Medicine; Vital signs; Blood pressure; Laptop; Intensive care unit; Intensive care; Computer science; Biomedical engineering; Surgery; Intensive care medicine; Embedded system; Engineering; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.005159692,0.0009201752,0.0005017426,0.0004020688,0.0003523904,0.0006551928,0.0008473082,0.0008370521,0.001692157],"category_scores_gemma":[0.007265717,0.0002656218,0.000700653,0.0002576166,0.0007676709,0.0005789469,0.0006371527,0.0005523502,0.0007719549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197101,"about_ca_system_score_gemma":0.0005264527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005999623,"about_ca_topic_score_gemma":0.0008395875,"domain_scores_codex":[0.9971295,0.001317193,0.0001993216,0.0003775309,0.000795437,0.0001810075],"domain_scores_gemma":[0.9954783,0.001658119,0.0004535617,0.0005519725,0.001582595,0.0002754791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008339594,0.03042865,0.5030317,0.002593254,0.000859371,0.002820277,0.0110241,0.002632159,0.2188304,0.001212307,0.002797173,0.2154311],"study_design_scores_gemma":[0.001369409,0.2030736,0.6903307,0.0005867626,0.001363701,0.008658241,0.004464254,0.01657235,0.05657253,0.0006759866,0.01616436,0.0001680396],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865172,0.0002850175,0.01101085,0.00007900894,0.00004140402,0.0007523152,0.0001619732,0.00004010697,0.001112121],"genre_scores_gemma":[0.9807494,0.0004499184,0.01541037,0.0002385716,0.00005658252,0.001163257,0.0005778995,0.00002195706,0.001332049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005159692,"threshold_uncertainty_score":0.02728736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959288922826677,"score_gpt":0.3500803656426894,"score_spread":0.3204874764144227,"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."}}