{"id":"W4415795150","doi":"10.1161/circ.152.suppl_3.4371603","title":"Abstract 4371603: Cerebral Embolic Protection in TAVI: Does It Improve Outcomes? A Comprehensive Meta-Analysis and Trial Sequential Analysis","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Randomized controlled trial; Statistical significance; Clinical trial; Adverse effect; Pairwise comparison; Statistical analysis; Ischemic stroke","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":[0.04326833,0.003281827,0.01986704,0.007854454,0.0005092487,0.003609322,0.002016786,0.002053811,0.00604991],"category_scores_gemma":[0.08087391,0.001366313,0.04448066,0.007096889,0.0007577441,0.002538247,0.001783204,0.002292324,0.0005501316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022004,"about_ca_system_score_gemma":0.00357398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00268921,"about_ca_topic_score_gemma":0.005262554,"domain_scores_codex":[0.9621434,0.02626188,0.006982976,0.001899426,0.002300394,0.0004120156],"domain_scores_gemma":[0.9564456,0.03424777,0.005198891,0.001763134,0.001952842,0.000391709],"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":[0.003097216,0.00003354185,0.002062023,0.1797236,0.7984799,0.00009036819,0.00004953455,0.001347093,0.0002242456,0.0003971168,0.0009967732,0.01349865],"study_design_scores_gemma":[0.00185987,0.0003217169,0.001957514,0.01424568,0.9772974,0.00005559048,0.00002266176,0.0009188702,0.0001140771,0.0011919,0.001986096,0.00002865545],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008412459,0.9716001,0.01156102,0.001355264,0.0007711432,0.002653041,0.00247955,0.0001946573,0.0009726953],"genre_scores_gemma":[0.4414354,0.497452,0.03996952,0.003270344,0.001258367,0.01053232,0.004677596,0.000246536,0.001157948],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04326833,"threshold_uncertainty_score":0.2288276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05216904410088342,"score_gpt":0.3747426969073973,"score_spread":0.3225736528065139,"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."}}