{"id":"W4280534445","doi":"10.1097/01.hjh.0000832928.93924.7b","title":"12 BLOOD PRESSURE MEASUREMENT USING A CUFFLESS SMARTWATCH / SMARTPHONE VERSUS CONVENTIONAL CUFFED-BASED: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2022,"lang":"en","type":"review","venue":"Journal of Hypertension","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Blood pressure; Funnel plot; Internal medicine; Publication bias; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01913171,0.00295486,0.02236321,0.008969808,0.0008576351,0.004236569,0.002309425,0.002988612,0.004043988],"category_scores_gemma":[0.03917181,0.001786156,0.04098025,0.008596446,0.0008880846,0.002511846,0.001593577,0.002000107,0.0003467045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003974578,"about_ca_system_score_gemma":0.006760383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006274783,"about_ca_topic_score_gemma":0.01434673,"domain_scores_codex":[0.9843731,0.006310401,0.005299068,0.001337882,0.002252944,0.0004267134],"domain_scores_gemma":[0.9762211,0.01660608,0.004368644,0.0005389346,0.002015703,0.0002495094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001887757,0.00004761307,0.00228418,0.6590568,0.3208988,0.0001053304,0.00008475273,0.0002483523,0.0002398847,0.0001008673,0.0005203402,0.01452532],"study_design_scores_gemma":[0.0007768144,0.0003166909,0.002676199,0.07723556,0.9168203,0.0001230634,0.0000564606,0.0001562264,0.0001627687,0.0001234105,0.001522834,0.00002968202],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002793781,0.9955794,0.0003569202,0.0001809251,0.0001561831,0.0004789824,0.0002581019,0.00001753585,0.0001781055],"genre_scores_gemma":[0.07842287,0.9141276,0.002828539,0.001033401,0.0003363113,0.002406162,0.0005305547,0.00002538111,0.0002892816],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02236321,"threshold_uncertainty_score":0.1011794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3717251957345417,"score_gpt":0.3588566560575303,"score_spread":0.0128685396770114,"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."}}