{"id":"W3213202854","doi":"10.1007/s12928-021-00823-1","title":"Safety and efficacy of cerebral embolic protection devices in patients undergoing transcatheter aortic valve replacement: a meta-analysis of in-hospital outcomes","year":2021,"lang":"en","type":"review","venue":"Cardiovascular Intervention and Therapeutics","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Odds ratio; Stroke (engine); Acute kidney injury; Valve replacement; Complication; Confidence interval; Retrospective cohort study; Surgery; Internal medicine; Stenosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004063496,0.001581545,0.008118344,0.001342249,0.0003588602,0.001813709,0.001269508,0.001681616,0.002270809],"category_scores_gemma":[0.009278256,0.0009081963,0.02548387,0.002672574,0.0003904575,0.0009538334,0.0009441475,0.00234229,0.0002935371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006424506,"about_ca_system_score_gemma":0.0007772686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003650424,"about_ca_topic_score_gemma":0.006818112,"domain_scores_codex":[0.9967373,0.001380725,0.0007863209,0.0005974303,0.000320065,0.0001780975],"domain_scores_gemma":[0.9943294,0.003997038,0.000913257,0.0003471796,0.0003020409,0.000111131],"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":[0.006892512,0.00004720823,0.02949825,0.04188089,0.9049001,0.0001351182,0.00005989951,0.0005523585,0.0004480496,0.0001170671,0.0007082731,0.01476022],"study_design_scores_gemma":[0.0009887759,0.0003557131,0.03108893,0.002443045,0.9625603,0.0001107708,0.00005288941,0.0003405653,0.0001682028,0.0003082249,0.001544089,0.0000385105],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03934357,0.9580386,0.0008574985,0.000197537,0.0002383901,0.00004748852,0.0007936462,0.00003089094,0.0004524227],"genre_scores_gemma":[0.5970075,0.3971254,0.001871016,0.0009938931,0.0005068062,0.0001390641,0.001666328,0.00004790679,0.0006421094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008118344,"threshold_uncertainty_score":0.0214901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05163819142561342,"score_gpt":0.3584455967600508,"score_spread":0.3068074053344374,"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."}}