{"id":"W3174559319","doi":"10.1016/j.jcin.2021.04.046","title":"Validation of Prosthetic Mitral Regurgitation Quantification Using Novel Angiographic Platform by Mock Circulation","year":2021,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"Edwards Lifesciences","keywords":"In vivo; Reproducibility; Mitral regurgitation; Nuclear medicine; Biomedical engineering; Medicine; Radiology; Cardiology; Mathematics; Biology; Statistics","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":[0.003051855,0.0005122049,0.000406419,0.0007665199,0.0001635559,0.0006006964,0.0004896804,0.0004541019,0.0004631443],"category_scores_gemma":[0.004415252,0.0003026708,0.0002600738,0.0001802192,0.0004097118,0.0003232531,0.0004171964,0.0002702464,0.0002034479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002704127,"about_ca_system_score_gemma":0.0002822216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003579538,"about_ca_topic_score_gemma":0.0004455904,"domain_scores_codex":[0.9984338,0.0004077583,0.0001191631,0.000464429,0.0005093825,0.00006543492],"domain_scores_gemma":[0.997579,0.0007235819,0.0004945205,0.0004132334,0.0006727315,0.0001169632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003620833,0.00009736813,0.0178328,0.0001052039,0.00003365524,0.00005925879,0.0001461191,0.0008372492,0.9539896,0.000165452,0.00008061693,0.0262906],"study_design_scores_gemma":[0.00007828952,0.003615353,0.1886262,0.00007400945,0.0002459213,0.00171445,0.0001234256,0.07117138,0.7305033,0.0002939641,0.003446487,0.0001072455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8403453,0.0006053214,0.1573387,0.00002900241,0.00004463503,0.0001077159,0.0001358426,0.0009330914,0.0004603631],"genre_scores_gemma":[0.8558182,0.0003490066,0.1425435,0.00004562865,0.00003894297,0.0002441554,0.0003153634,0.0001155616,0.0005294922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003051855,"threshold_uncertainty_score":0.01613998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06626609595812377,"score_gpt":0.3562278900460719,"score_spread":0.2899617940879481,"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."}}