{"id":"W4399564489","doi":"10.1016/j.jcin.2024.04.011","title":"Hydrodynamic Assessment of Explanted Degenerated Transcatheter Aortic Valves","year":2024,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Sapheon; Medtronic","keywords":"Etiology; Degeneration (medical); Medicine; Aortic valve; Cardiology; Internal medicine; Pathology","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":[0.0004936678,0.0002601279,0.0003310554,0.0007676914,0.0002044697,0.0003343656,0.0002100507,0.0002278121,0.0009630398],"category_scores_gemma":[0.0006305384,0.0001933202,0.000220639,0.0002465114,0.0003395205,0.0002692539,0.0002795561,0.0002550441,0.0002385917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477277,"about_ca_system_score_gemma":0.0001400543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003784621,"about_ca_topic_score_gemma":0.0005003182,"domain_scores_codex":[0.999733,0.00005135417,0.00003370845,0.00005745156,0.00009029344,0.00003405438],"domain_scores_gemma":[0.999482,0.0001312882,0.0001105133,0.00007428566,0.0001209322,0.00008099255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003399879,0.00007847403,0.01769438,0.00005997267,0.00001535157,0.0007410592,0.0003024726,0.0001881504,0.9744985,0.00005599116,0.00001900173,0.006006545],"study_design_scores_gemma":[0.00003535658,0.003593158,0.3305397,0.00002835465,0.0001012312,0.004257644,0.0008897448,0.007341876,0.651611,0.0001347377,0.001428448,0.00003878254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960699,0.0003734515,0.003040558,0.000005704979,0.00001241415,0.00002256628,0.00005268588,0.00004380715,0.0003788542],"genre_scores_gemma":[0.9937138,0.0002549563,0.005293143,0.00001491342,0.00001175903,0.00002102046,0.0001794064,0.00002194006,0.0004890675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009630398,"threshold_uncertainty_score":0.003221691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715720015589812,"score_gpt":0.3829266402120196,"score_spread":0.3557694400561215,"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."}}