{"id":"W3208114404","doi":"10.1016/j.hrtlng.2021.09.001","title":"A systematic literature review and meta-analysis on the impact of COPD on atrial fibrillation patient outcome","year":2021,"lang":"en","type":"review","venue":"Heart & Lung","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Atrial fibrillation; Internal medicine; Hazard ratio; Meta-analysis; Confidence interval; Odds ratio; Stroke (engine); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0009308075,0.0004615496,0.008440747,0.0003672522,0.00007151451,0.00006791701,0.00006549298,0.0001763409,0.0005125651],"category_scores_gemma":[0.0008784416,0.0002030147,0.01032927,0.001382245,0.00002045194,0.00004298619,0.00005941223,0.0002521472,0.00002582413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183105,"about_ca_system_score_gemma":0.00007239396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006688665,"about_ca_topic_score_gemma":6.068278e-7,"domain_scores_codex":[0.9963894,0.0009657465,0.0015443,0.0003906113,0.0005388698,0.0001710039],"domain_scores_gemma":[0.9966713,0.001323722,0.0009271895,0.0008370035,0.0001551628,0.00008563653],"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":[0.00002636015,0.000005948858,0.0003589446,0.7508447,0.2418644,0.00001609333,0.00007237478,0.00005738945,4.110332e-8,0.0004720338,0.004358137,0.00192353],"study_design_scores_gemma":[0.000141236,0.0001763629,0.0000779562,0.06931807,0.8222769,0.00002356322,0.000004921051,0.00003644999,5.230393e-8,0.000001638824,0.1077596,0.0001832405],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001224663,0.9937121,0.000002999027,0.001097362,0.00007260127,0.004834563,0.00007756588,0.00001953578,0.0001710414],"genre_scores_gemma":[0.0001808118,0.9978481,0.00003202517,0.000316278,0.0002813661,0.00001753647,0.0002695615,0.00003130425,0.001023037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6815267,"threshold_uncertainty_score":0.9995821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1554434926774237,"score_gpt":0.4412174693055289,"score_spread":0.2857739766281051,"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."}}