{"id":"W3014949877","doi":"10.1093/icvts/ivaa037","title":"Stent and leaflet stresses across generations of balloon-expandable transcatheter aortic valves","year":2020,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; American Heart Association","keywords":"Medicine; Stenosis; Valve replacement; Stent; Cardiology; Aortic valve; Leaflet (botany); Balloon; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001658348,0.0001961236,0.0007444224,0.00005353564,0.00008179266,0.0000428522,0.00002589748,0.00005488399,0.00003360406],"category_scores_gemma":[0.0001250706,0.0001620511,0.00296089,0.0001238912,0.0001022353,0.0001679287,0.00004062475,0.0001019864,0.00000413243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001721297,"about_ca_system_score_gemma":0.00006073388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007197211,"about_ca_topic_score_gemma":0.000001220586,"domain_scores_codex":[0.9987791,0.0001100681,0.000264338,0.0003694458,0.0002690296,0.0002079869],"domain_scores_gemma":[0.9990886,0.000207591,0.0000604177,0.0002427906,0.0001603713,0.0002402426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002031639,0.0006714349,0.5428644,0.001660242,0.06482846,0.0001916617,0.005376123,0.0001759853,0.004127982,0.00002177243,0.0003301133,0.3777202],"study_design_scores_gemma":[0.002734362,0.000507098,0.9060532,0.001283787,0.02011047,0.000249691,0.005956994,0.0005416569,0.05634516,0.00008748433,0.005230602,0.000899492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968644,0.02974675,0.0006209514,0.0002047018,0.0001087228,0.0002724905,0.0001812381,0.00002833128,0.0001928134],"genre_scores_gemma":[0.9975151,0.001950027,0.00006387238,0.0001838235,0.0001228453,0.0000410814,0.00007488383,0.00002571183,0.00002260054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3768207,"threshold_uncertainty_score":0.6608254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502913007117666,"score_gpt":0.3455657022088016,"score_spread":0.3105365721376249,"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."}}