{"id":"W4210820127","doi":"10.1007/s10741-021-10204-8","title":"Left atrial structure and function in heart failure with reduced (HFrEF) versus preserved ejection fraction (HFpEF): systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Heart Failure Reviews","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Cardiology; Heart failure; Internal medicine; Ejection fraction; Heart failure with preserved ejection fraction; Stroke volume; Meta-analysis","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","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002682521,0.001091456,0.01637395,0.0009502534,0.0002672073,0.0001181194,0.000115481,0.0005741642,0.003249851],"category_scores_gemma":[0.0007949587,0.0006539006,0.006660711,0.002301706,0.00007282072,0.0002975968,0.0001088749,0.001704639,0.00004278862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004202034,"about_ca_system_score_gemma":0.0002497727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000139244,"about_ca_topic_score_gemma":0.0007141274,"domain_scores_codex":[0.9914072,0.003676327,0.00218493,0.001395013,0.0009084284,0.0004280575],"domain_scores_gemma":[0.9966367,0.0003763334,0.001104686,0.001419178,0.0001469785,0.0003161546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001402131,0.00004432703,0.00011785,0.8865273,0.0993017,0.0000108041,0.00001593502,0.000003453577,0.000001332174,0.000003252439,0.01117647,0.002657328],"study_design_scores_gemma":[0.0004962711,0.0001759265,0.00002073601,0.0124378,0.4492623,0.0003652987,0.00002600345,0.000001476815,1.557716e-7,4.983705e-7,0.5369067,0.0003068394],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001075958,0.9868416,0.00004278206,0.0008992941,0.0003022212,0.01173505,0.00006599609,0.00008803115,0.00001427695],"genre_scores_gemma":[0.00001889714,0.9969937,0.0005662897,0.0002683391,0.0002524491,0.0006499431,0.000814217,0.0001071505,0.0003290037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8740895,"threshold_uncertainty_score":0.9995912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07584253952191143,"score_gpt":0.3293397190824625,"score_spread":0.2534971795605511,"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."}}