{"id":"W4400920914","doi":"10.3389/fcvm.2024.1435677","title":"The association between pulse wave velocity and heart failure: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Cardiovascular Medicine","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulse wave velocity; Medicine; Arterial stiffness; Internal medicine; Meta-analysis; Cardiology; Heart failure; Confidence interval; Strictly standardized mean difference; Blood pressure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.01243513,0.0007356491,0.02021053,0.0007450838,0.0001713771,0.00006566897,0.0001497827,0.0004948172,0.00001444413],"category_scores_gemma":[0.002087598,0.0003937151,0.0125717,0.002122981,0.0001625689,0.0000712644,0.0001407264,0.00101882,0.00001012965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006933865,"about_ca_system_score_gemma":0.000283231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009774759,"about_ca_topic_score_gemma":0.000015414,"domain_scores_codex":[0.9925728,0.002373057,0.001866531,0.001016175,0.001628788,0.0005426372],"domain_scores_gemma":[0.9968078,0.0004154877,0.0004579799,0.001637302,0.0001994195,0.0004820717],"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":[0.000002157597,0.000005237482,0.00002730813,0.5367644,0.4486949,0.00004059872,0.00001748461,8.08205e-8,9.382589e-10,0.000003443917,0.004473909,0.009970387],"study_design_scores_gemma":[0.000349613,0.00001800803,0.000169583,0.03954525,0.6898499,0.0001282357,0.00003568036,0.000005392675,5.575366e-9,0.0000371917,0.2696535,0.000207685],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.508966e-7,0.9900676,0.000798996,0.002049602,0.0002727157,0.006615891,0.00007970734,0.00005589207,0.00005925167],"genre_scores_gemma":[0.00001982544,0.9968691,0.0003541766,0.000385994,0.0003197211,0.00126516,0.0003373017,0.00007116175,0.0003774926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4972192,"threshold_uncertainty_score":0.9998515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304156384498507,"score_gpt":0.3220882082589052,"score_spread":0.2790466444139201,"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."}}