{"id":"W2937658267","doi":"10.1097/mbp.0000000000000380","title":"Noninvasive continuous blood pressure monitoring using microelectromechanical system technology","year":2019,"lang":"en","type":"article","venue":"Blood Pressure Monitoring","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Intestinal Research","funders":"","keywords":"Medicine; Blood pressure; Cardiology; Intensive care medicine; Emergency medicine; Internal medicine; Biomedical engineering","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":[0.0006086653,0.0003523654,0.0003461579,0.0003302535,0.00012657,0.0003500514,0.0003119097,0.0003970999,0.0007794797],"category_scores_gemma":[0.001187771,0.000118488,0.0002016471,0.0002162828,0.00035066,0.0003457275,0.0002879391,0.0003324575,0.0001652073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001249373,"about_ca_system_score_gemma":0.0002550616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001329402,"about_ca_topic_score_gemma":0.000223466,"domain_scores_codex":[0.9992725,0.0002149204,0.00005334944,0.00009740161,0.0003307001,0.00003109178],"domain_scores_gemma":[0.9993038,0.0003003656,0.0001635648,0.00005907807,0.0001295981,0.00004353569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000808806,0.0003820358,0.05573479,0.0006330779,0.0001110041,0.0004126055,0.000217176,0.0005419681,0.7786009,0.0005906813,0.0009673316,0.1609996],"study_design_scores_gemma":[0.00043285,0.01521596,0.2977537,0.0003266116,0.0006415223,0.01023006,0.0003868526,0.01875195,0.6313462,0.001863369,0.0228419,0.0002090335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7635665,0.01234971,0.2184409,0.0009063027,0.0003988641,0.0003049342,0.0002856115,0.0004381606,0.003308966],"genre_scores_gemma":[0.9057438,0.002159909,0.09026134,0.0005065036,0.0002661768,0.0002459813,0.00009978899,0.00001425611,0.0007022452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007794797,"threshold_uncertainty_score":0.003219008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052195671748453,"score_gpt":0.2522175815434992,"score_spread":0.2416956248260147,"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."}}