{"id":"W4407848279","doi":"10.1093/ehjci/jeaf021","title":"Impact of valvulo-vascular haemodynamics on left ventricular remodelling and the prevalence of discordant moderate aortic stenosis","year":2025,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Stenosis; Ejection fraction; Stroke volume; Hemodynamics; Population; Heart failure","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":[0.0006407095,0.0002309727,0.0002477716,0.000556932,0.0002754314,0.0005890139,0.0003285974,0.0004222681,0.0008923013],"category_scores_gemma":[0.002589201,0.0001773333,0.0002731958,0.0003354408,0.0003841242,0.0002247663,0.0003953987,0.0003966599,0.0001235988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001559951,"about_ca_system_score_gemma":0.000128298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399246,"about_ca_topic_score_gemma":0.002050596,"domain_scores_codex":[0.9994633,0.0001829914,0.00006487697,0.0001319363,0.00009777957,0.00005904209],"domain_scores_gemma":[0.998577,0.000299224,0.0006703504,0.0001416213,0.00008590294,0.0002258999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008941875,0.00001202167,0.9990456,0.000004282463,0.00002918733,0.00004146723,0.00002243824,0.00001706035,0.0001656168,0.0000115189,0.00001188767,0.0005494569],"study_design_scores_gemma":[0.00000256904,0.00004782126,0.9995068,0.000002262854,0.00001089373,0.0002493038,0.00002984105,0.00007367686,0.00003605478,0.00001580611,0.00002356359,0.000001328546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994419,0.0001896576,0.00004704978,0.000020109,0.000002575669,0.000001828045,0.00005603644,0.0000016605,0.0002391113],"genre_scores_gemma":[0.9998729,0.00002002801,0.00002697066,0.000006901991,0.000005134174,0.000001034452,0.00004048035,4.743648e-7,0.00002602147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001399246,"threshold_uncertainty_score":0.003388405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381508441465619,"score_gpt":0.3092982114060451,"score_spread":0.2954831269913889,"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."}}