{"id":"W3206664673","doi":"10.1002/ejhf.2360","title":"Feasibility and efficacy of transcatheter interatrial shunt devices for chronic heart failure: a systematic review and meta‐analysis","year":2021,"lang":"en","type":"review","venue":"European Journal of Heart Failure","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Foreign and Commonwealth Office","keywords":"Medicine; Heart failure; Internal medicine; Ejection fraction; Cardiology; Confidence interval; Meta-analysis; Shunt (medical); Hemodynamics; Randomized controlled trial","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"],"consensus_categories":[],"category_scores_codex":[0.00346154,0.0004350872,0.00911255,0.0003634613,0.00008026075,0.00007832841,0.0001926689,0.00009690157,0.00008445366],"category_scores_gemma":[0.0004638993,0.0002784093,0.01116887,0.0006144901,0.00008569213,0.00008724212,0.00006731277,0.0005944751,0.000005117742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007325629,"about_ca_system_score_gemma":0.0002981345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001761163,"about_ca_topic_score_gemma":0.00001028911,"domain_scores_codex":[0.9947775,0.002097306,0.00212032,0.000434633,0.0003600333,0.0002102346],"domain_scores_gemma":[0.996999,0.0005574854,0.0008985712,0.0008008358,0.0004904356,0.0002536666],"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":[0.00002239844,0.0001223501,0.000005744588,0.775529,0.2208704,0.00002066369,0.00008189356,0.000002234369,0.000002802778,0.00001252252,0.002396801,0.0009331625],"study_design_scores_gemma":[0.0009136772,0.0002462219,0.00001825578,0.07817097,0.6418752,0.002167343,0.00001520369,9.670495e-7,5.083851e-7,7.562918e-7,0.2764351,0.0001558187],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001724505,0.9941604,0.0006766411,0.002350418,0.00003972766,0.002673502,0.00006241216,0.00001093581,0.000008699905],"genre_scores_gemma":[0.001723915,0.9941282,0.003598822,0.0001762029,0.0001975102,0.00003516275,0.00004628575,0.00006459563,0.00002930132],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.697358,"threshold_uncertainty_score":0.9999668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0650229140521786,"score_gpt":0.3403516220831899,"score_spread":0.2753287080310113,"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."}}