{"id":"W2941677670","doi":"10.1093/eurheartj/ehz275","title":"Transcatheter aortic valve implantation vs. surgical aortic valve replacement for treatment of symptomatic severe aortic stenosis: an updated meta-analysis","year":2019,"lang":"en","type":"review","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":473,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Stenosis; Aortic valve replacement; Cardiology; Aortic valve; Aortic valve stenosis; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.01184576,0.002577454,0.0161735,0.004183155,0.0003960774,0.0029664,0.001966265,0.002086983,0.004628791],"category_scores_gemma":[0.0215345,0.001149666,0.04299578,0.003915073,0.0003982353,0.001467159,0.001424527,0.002222752,0.0004438664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558434,"about_ca_system_score_gemma":0.001182352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004774352,"about_ca_topic_score_gemma":0.007560059,"domain_scores_codex":[0.9927436,0.00354114,0.001792086,0.0009876869,0.0006950519,0.0002404705],"domain_scores_gemma":[0.9862222,0.01008446,0.001999774,0.0006237533,0.0008309255,0.0002387722],"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":[0.005400777,0.00002086882,0.003273514,0.06703819,0.9168168,0.00007163433,0.00003648347,0.0005203307,0.0002199843,0.00009942198,0.000514629,0.005987428],"study_design_scores_gemma":[0.001240851,0.0001566524,0.003344662,0.002702403,0.9913128,0.0000542819,0.00001393086,0.0002203104,0.00006294578,0.0001506554,0.0007264549,0.00001404529],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02357884,0.9711808,0.001511965,0.0004663201,0.0005684396,0.0002685908,0.001607067,0.0001030696,0.0007149085],"genre_scores_gemma":[0.6051951,0.3824814,0.004117416,0.002193412,0.0008370437,0.0009727593,0.003107455,0.0001501611,0.0009453436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0161735,"threshold_uncertainty_score":0.06264716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143283881014318,"score_gpt":0.4140437712826084,"score_spread":0.2997153831811766,"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."}}