{"id":"W4285089916","doi":"10.3390/jcdd9070223","title":"TAVR for All? The Surgical Perspective","year":2022,"lang":"en","type":"review","venue":"Journal of Cardiovascular Development and Disease","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; University of British Columbia; Providence Health Care","funders":"Deutsches Zentrum für Herz-Kreislaufforschung","keywords":"Medicine; Valve replacement; Regurgitation (circulation); Bicuspid aortic valve; Cardiology; Mitral regurgitation; Coronary artery disease; Internal medicine; Concomitant; Surgery; Aortic valve; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0007311543,0.0003437391,0.001948399,0.0001712614,0.0001984836,0.0000507214,0.0001305994,0.0000688759,0.00006559085],"category_scores_gemma":[0.0002038894,0.0001892337,0.01336502,0.000148214,0.00005130733,0.00004945412,0.0001005027,0.0002755564,0.000003444356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000430846,"about_ca_system_score_gemma":0.002419125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001735717,"about_ca_topic_score_gemma":2.927571e-8,"domain_scores_codex":[0.9978685,0.0001734866,0.000579649,0.000281539,0.0008638097,0.0002330532],"domain_scores_gemma":[0.9983034,0.0001677238,0.0002954118,0.0003397035,0.000206834,0.0006869208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004081571,0.0002268566,0.00006979858,0.004196443,0.06742474,0.001571198,0.000131842,0.000002712401,8.402467e-10,0.0002624881,0.001821188,0.9238846],"study_design_scores_gemma":[0.001939535,0.00007056475,0.0002421224,0.001011182,0.06170248,0.0005626492,0.0002043961,4.16651e-7,2.05391e-8,0.00008463299,0.9339885,0.0001934972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004980057,0.9978818,0.00002670296,0.000111399,0.0003146234,0.001138852,0.00005991169,0.000007895711,0.0004089658],"genre_scores_gemma":[0.00007072993,0.9986293,0.0001464596,0.00006497775,0.0005358219,0.0002076743,0.0001120668,0.00004741386,0.000185501],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9321673,"threshold_uncertainty_score":0.9965159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05037136134842263,"score_gpt":0.3723996322743525,"score_spread":0.3220282709259298,"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."}}