{"id":"W4410816066","doi":"10.3390/jcm14113794","title":"Non-Invasive Hemodynamic Monitoring in Transcatheter Aortic Valve Implantation","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Roche Diagnostics; Servier; Terumo; Medizinische Abteilung der Margarete und Walter Lichtenstein-Stiftung; Schweizerische Akademie der Medizinischen Wissenschaften; Deutsche Herzstiftung; Deutsche Gesellschaft für Kardiologie-Herz und Kreislaufforschung.; National Science Foundation; Gottfried und Julia Bangerter-Rhyner-Stiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Universität des Saarlandes; Ortho Clinical Diagnostics; Deutsche Forschungsgemeinschaft; Inari Medical; Universitätsspital Basel; Universität Basel; Edwards Lifesciences; Amgen; ReCor Medical","keywords":"Medicine; Hemodynamics; Cardiology; Stroke volume; Internal medicine; Stenosis; Cardiac output; Aortic valve; Cardiac index; Cardiac catheterization; Blood pressure; Heart rate","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":[0.001660226,0.0002541576,0.0003323722,0.0004270302,0.0001879198,0.0006897992,0.0003261008,0.0004004074,0.0006995158],"category_scores_gemma":[0.007034212,0.0001173298,0.0001833078,0.0003980129,0.0002622691,0.0003380079,0.0003896233,0.0007089059,0.0001194626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183093,"about_ca_system_score_gemma":0.000334771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003551864,"about_ca_topic_score_gemma":0.0004851385,"domain_scores_codex":[0.9984687,0.0005854407,0.0002115419,0.0001704332,0.0004789724,0.00008496518],"domain_scores_gemma":[0.9918405,0.003102189,0.003946134,0.0002083203,0.0004793355,0.0004235685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000613964,0.0001179156,0.9830951,0.0001190625,0.00004210883,0.0002659774,0.0001013575,0.0001456365,0.0008730383,0.00004110887,0.0001909416,0.01439378],"study_design_scores_gemma":[0.00001986669,0.0006709325,0.995604,0.00005396515,0.00004003517,0.001486178,0.000116812,0.0008977238,0.0005589481,0.0001372073,0.000405366,0.000009106906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952061,0.002464578,0.001055994,0.0002049158,0.00005052875,0.00002325022,0.0001286397,0.000007318943,0.0008586938],"genre_scores_gemma":[0.9985618,0.0005939016,0.0004743075,0.00006152247,0.0001066882,0.00001944188,0.0001139903,0.000002265519,0.00006616727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001660226,"threshold_uncertainty_score":0.008780241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03405914650499638,"score_gpt":0.4582723044368312,"score_spread":0.4242131579318348,"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."}}