{"id":"W4280586847","doi":"10.1016/j.jcin.2022.04.017","title":"CT-FFR in the TAVR Work-Up","year":2022,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Fédération Française de Cardiologie; Boston Scientific Corporation","keywords":"Valve replacement; Work (physics); Medicine; Cardiology; Engineering; Mechanical engineering","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_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007768353,0.0004808907,0.001198384,0.0004252024,0.000214414,0.0001162446,0.0004585342,0.0002133139,0.003016929],"category_scores_gemma":[0.000118824,0.0003733282,0.04478313,0.0007664761,0.00008124945,0.00007125131,0.0002588947,0.002237851,0.0003851615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004603135,"about_ca_system_score_gemma":0.0001206383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004055883,"about_ca_topic_score_gemma":0.000008174663,"domain_scores_codex":[0.9958552,0.0007992096,0.0006346198,0.0007532187,0.001400039,0.0005577503],"domain_scores_gemma":[0.9972419,0.0001246704,0.0001388597,0.002311435,0.00009512439,0.00008799275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000369213,0.0003086965,0.005110658,0.0005430729,0.02404979,0.005557464,0.00009435422,0.00003529714,4.768777e-8,0.00001732333,0.9581645,0.006081928],"study_design_scores_gemma":[0.001979228,0.0001190375,0.04108575,0.0006536092,0.0153653,0.0004289798,0.0002249609,8.17122e-7,5.049814e-7,0.00005602687,0.9397739,0.0003119361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02651777,0.3495383,0.0004601803,0.5384781,0.01487835,0.01229371,0.002864077,0.0006309632,0.05433855],"genre_scores_gemma":[0.3681665,0.003188986,0.0001496931,0.5293192,0.0117779,0.009908604,0.02338173,0.0006965386,0.05341092],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3463493,"threshold_uncertainty_score":0.9998719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304370831661572,"score_gpt":0.3439424915474259,"score_spread":0.3008987832308102,"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."}}