{"id":"W4411080768","doi":"10.1101/2025.06.05.25329087","title":"A Tale of Two Populations: A meta-analysis of hemodynamic, procedural, and clinical outcomes of PASCAL Ace for Mitral and Tricuspid Regurgitation","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardiology; Internal medicine; Hemodynamics; Medicine; Pascal (unit); Mitral regurgitation; Meta-analysis; Regurgitation (circulation); Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02643917,0.003109437,0.01745665,0.005221294,0.0007309497,0.005268889,0.002366195,0.002913518,0.00304361],"category_scores_gemma":[0.03882283,0.001827582,0.06659159,0.004775538,0.0008454625,0.002166522,0.001859046,0.002810859,0.0003537693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539066,"about_ca_system_score_gemma":0.001570806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003679754,"about_ca_topic_score_gemma":0.005401128,"domain_scores_codex":[0.9782342,0.01410491,0.003842998,0.002080656,0.001303085,0.0004341282],"domain_scores_gemma":[0.9725061,0.02093677,0.003229284,0.001656398,0.001274582,0.0003969614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002704737,0.00001575206,0.003245838,0.01929732,0.9719242,0.00006858874,0.00002974469,0.0002732684,0.0001261011,0.00007755744,0.0001585017,0.002078351],"study_design_scores_gemma":[0.000615323,0.000126011,0.002092482,0.0016082,0.9946812,0.00003230005,0.00002395234,0.000253929,0.00005291302,0.0001900348,0.000311009,0.00001259978],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04218839,0.9490828,0.004546198,0.000915982,0.0008283744,0.0005341938,0.0008960592,0.0001117692,0.0008961203],"genre_scores_gemma":[0.8056715,0.1810831,0.006703113,0.002160109,0.0007533529,0.001568732,0.001230301,0.0001145256,0.0007153612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02643917,"threshold_uncertainty_score":0.1398254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106085432371027,"score_gpt":0.469960507134745,"score_spread":0.3638750747637179,"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."}}