{"id":"W3127400770","doi":"10.1002/ccd.29538","title":"Balloon versus self‐expandable transcatheter aortic valve implantation for bicuspid aortic valve stenosis: A meta‐analysis of observational studies","year":2021,"lang":"en","type":"review","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Bicuspid aortic valve; Cardiology; Stenosis; Internal medicine; Balloon; Observational study; Bicuspid valve; Aortic valve; Aortic valve stenosis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007953559,0.001396462,0.00990552,0.002781176,0.0004275061,0.002322169,0.001359836,0.001564945,0.002173096],"category_scores_gemma":[0.01553256,0.0007338063,0.02499647,0.00506434,0.0003678903,0.0009779172,0.0008079273,0.001565884,0.0002035461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006894972,"about_ca_system_score_gemma":0.0008800912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118066,"about_ca_topic_score_gemma":0.003421356,"domain_scores_codex":[0.9939752,0.002539753,0.001782398,0.0009086148,0.0005545359,0.0002395668],"domain_scores_gemma":[0.9807032,0.01393281,0.003601473,0.00069137,0.0007988407,0.0002722908],"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":[0.008584711,0.00005610047,0.0402695,0.08987453,0.8514948,0.0002042446,0.00007678826,0.000446313,0.0003391319,0.00009692099,0.0004140396,0.008142989],"study_design_scores_gemma":[0.0009821748,0.0003869295,0.02702725,0.004956365,0.9649607,0.0001359489,0.00005661987,0.0002773398,0.0001376773,0.0001630701,0.0008952031,0.00002069054],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06632631,0.9304071,0.0007550983,0.0002658781,0.0002343493,0.0001477422,0.001432917,0.00002442814,0.0004062261],"genre_scores_gemma":[0.6995739,0.2947434,0.001575257,0.0007872772,0.00039967,0.0005654269,0.001981035,0.00004088844,0.0003332295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00990552,"threshold_uncertainty_score":0.04206294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2175064222075658,"score_gpt":0.4411916188576256,"score_spread":0.2236851966500598,"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."}}