{"id":"W3122349915","doi":"10.1177/1556984520978316","title":"The International Society for Minimally Invasive Cardiothoracic Surgery Expert Consensus Statement on Transcatheter and Surgical Aortic Valve Replacement in Low- and Intermediate-Risk Patients: A Meta-Analysis of Randomized and Propensity-Matched Studies","year":2021,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Aortic valve replacement; Perioperative; Odds ratio; Valve replacement; Stroke (engine); Randomized controlled trial; Confidence interval; Relative risk; Internal medicine; Aortic valve stenosis; Surgery; Stenosis; Cardiology; Aortic valve; Propensity score matching; Cardiac surgery","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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.06489646,0.002807094,0.01892289,0.007649134,0.0006590054,0.004438375,0.002706506,0.003458276,0.003116543],"category_scores_gemma":[0.09359325,0.001782127,0.04428452,0.005336486,0.000818677,0.001788932,0.002183658,0.002228964,0.0004437503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485941,"about_ca_system_score_gemma":0.003691634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003704147,"about_ca_topic_score_gemma":0.004467644,"domain_scores_codex":[0.956735,0.02514804,0.01131584,0.002795738,0.003545825,0.0004595457],"domain_scores_gemma":[0.9149854,0.06032163,0.01532783,0.003431555,0.00515072,0.0007828631],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004420796,0.0000292624,0.009601613,0.1209264,0.8396593,0.0001092431,0.00007506505,0.001076543,0.0002375696,0.0003295343,0.002687259,0.02084748],"study_design_scores_gemma":[0.002652056,0.0002084352,0.007570599,0.019869,0.9627683,0.0001339831,0.00003939938,0.0008407048,0.0002241825,0.001246029,0.00439263,0.00005466625],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008486442,0.9744776,0.007201505,0.003500738,0.001395866,0.001720883,0.002326868,0.0001234301,0.0007666387],"genre_scores_gemma":[0.3199316,0.6218407,0.03189246,0.007356624,0.002455065,0.009563325,0.005583129,0.0002836883,0.001093277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9810771,"threshold_uncertainty_score":0.3432094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04091494730356868,"score_gpt":0.3615107624294577,"score_spread":0.3205958151258891,"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."}}