{"id":"W3202314920","doi":"10.1080/08037051.2021.1963666","title":"Unattended automated office blood pressure measurement in children","year":2021,"lang":"en","type":"article","venue":"Blood Pressure","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Blood pressure; Ambulatory blood pressure; Diastole; Ambulatory; Cardiology; White coat hypertension; Masked Hypertension; Internal medicine; Heart rate","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005363925,0.0004865811,0.00119623,0.0001981201,0.0001750238,0.00006601348,0.0002525753,0.0003881223,0.0004717282],"category_scores_gemma":[0.0004028589,0.0004348454,0.0002451462,0.0006314234,0.00009309786,0.000143549,0.0002982861,0.0006844208,0.00006576344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003986775,"about_ca_system_score_gemma":0.000348472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002027264,"about_ca_topic_score_gemma":0.0001189496,"domain_scores_codex":[0.9961722,0.0002671716,0.0006564833,0.0009644041,0.001238394,0.0007013367],"domain_scores_gemma":[0.9974797,0.00009332503,0.0001618953,0.001049305,0.0009506886,0.0002650344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001094564,0.0170814,0.4612324,0.002603286,0.1077119,0.004737912,0.002040675,0.0004409044,0.1433351,0.0008687648,0.2565044,0.00234868],"study_design_scores_gemma":[0.01783994,0.0004055373,0.6351847,0.0009570245,0.09521929,0.002513764,0.0002092936,0.0003634885,0.08604225,0.00006833036,0.1601551,0.001041285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2093666,0.7540271,0.00000822982,0.007313332,0.0006687941,0.002677248,0.0002536218,0.00239463,0.02329037],"genre_scores_gemma":[0.9918107,0.0005851722,0.0007235016,0.002779512,0.0003505076,0.00008655397,0.00008546595,0.00007845098,0.00350016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7824441,"threshold_uncertainty_score":0.9998103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02409850961379015,"score_gpt":0.2528693696334186,"score_spread":0.2287708600196284,"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."}}