{"id":"W3151610834","doi":"10.1080/15412555.2021.1900094","title":"Endothelial Dysfunction during Acute Exacerbations of Chronic Obstructive Pulmonary Disease: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"COPD Journal of Chronic Obstructive Pulmonary Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Endothelial dysfunction; Cardiology; Internal medicine; Pulmonary disease; Meta-analysis; Endothelium; Vasodilation","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.001187264,0.002412961,0.01817136,0.002603654,0.0005418062,0.000163822,0.00134029,0.0005842861,0.003102594],"category_scores_gemma":[0.001486664,0.001920812,0.01305135,0.004070322,0.001419869,0.001284707,0.0009410831,0.002578233,0.00004038999],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006955277,"about_ca_system_score_gemma":0.01332525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001784282,"about_ca_topic_score_gemma":0.000006111532,"domain_scores_codex":[0.9842057,0.002767642,0.005768733,0.002290946,0.003453243,0.001513727],"domain_scores_gemma":[0.9833651,0.001092829,0.0062145,0.003007206,0.003177362,0.003143072],"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":[0.000469631,0.001238684,0.0001103086,0.787664,0.1927213,0.009337602,0.00003252647,0.0000664316,0.00001338582,0.0001853583,0.00006750101,0.008093256],"study_design_scores_gemma":[0.001135751,0.0001886308,0.004333565,0.08895697,0.8928149,0.004513441,0.0001333056,0.0001896788,0.000005211694,0.0001931786,0.006189035,0.001346373],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002175126,0.9841784,0.000152833,0.0003180703,0.0005067474,0.007611094,0.006681924,0.00007285218,0.0002605976],"genre_scores_gemma":[0.00575749,0.9870106,0.0001321371,0.00006237952,0.001022504,0.001328029,0.001308748,0.0003748679,0.003003228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7000936,"threshold_uncertainty_score":0.9997228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458102278910865,"score_gpt":0.325061289230722,"score_spread":0.2904802664416134,"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."}}