{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002805256,0.0002556231,0.002435101,0.0008467864,0.0001295188,0.00003609569,0.00003334941,0.0001833638,0.000001425433],"category_scores_gemma":[0.001232113,0.0001768724,0.002047446,0.000710308,0.0006784795,0.00005637587,0.0001208696,0.0001920078,2.588125e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007263249,"about_ca_system_score_gemma":0.0001146919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002294366,"about_ca_topic_score_gemma":0.00001686191,"domain_scores_codex":[0.9978677,0.0002474599,0.0009229508,0.0005282786,0.0002264422,0.0002071406],"domain_scores_gemma":[0.9960169,0.002864641,0.0002734481,0.0003036762,0.0004954301,0.00004592579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004033649,0.0003466319,0.76399,0.0003961221,0.2133178,0.00002811534,0.0007199594,0.000001435307,0.00005300477,0.000313993,0.0001109726,0.01668825],"study_design_scores_gemma":[0.05526646,0.0009595132,0.5615107,0.002187012,0.3443165,0.0001783561,0.01237838,0.000538595,0.01323552,0.005399404,0.001957174,0.00207236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968295,0.02904088,0.0001280299,0.001109084,0.00004880679,0.001230563,0.0001041682,0.0000346412,0.000008826349],"genre_scores_gemma":[0.9515389,0.04642848,0.0007562304,0.0001239164,0.00001002445,0.001028319,0.00009040944,0.00001525143,0.000008456826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2024793,"threshold_uncertainty_score":0.7212647,"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."}}