{"id":"W4410077410","doi":"10.1161/circimaging.125.018290","title":"Aortic Stenosis and Mitral Regurgitation: Partners in Crime","year":2025,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Stenosis; Cardiology; Internal medicine; Mitral regurgitation; Regurgitation (circulation)","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":[0.002365705,0.0007818286,0.00134451,0.0009341162,0.01496896,0.007191922,0.00163056,0.09337089,0.01579198],"category_scores_gemma":[0.01444723,0.0009577076,0.00109619,0.0007754114,0.004148542,0.00566501,0.00537162,0.05990652,0.004832096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005147043,"about_ca_system_score_gemma":0.01059781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01973827,"about_ca_topic_score_gemma":0.05038379,"domain_scores_codex":[0.9972321,0.000679748,0.0002802934,0.0002714224,0.0005078934,0.001028513],"domain_scores_gemma":[0.9937211,0.002111624,0.0003872163,0.0001619599,0.0005787417,0.003039245],"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":[0.00005751914,0.00008985558,0.00271813,0.00004661886,0.00002234188,0.01172821,0.0009654639,0.0000539888,0.0001704704,0.00899952,0.9659535,0.009194405],"study_design_scores_gemma":[0.0001712564,0.0001279631,0.006808967,0.001116889,0.0000749637,0.01482698,0.008453105,0.0007797322,0.0002114758,0.02768263,0.9396067,0.0001393715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001163836,0.001009221,0.00004731751,0.9803679,0.008936116,0.00001243814,0.00002637109,0.000009468042,0.008427367],"genre_scores_gemma":[0.008705162,0.001003774,0.0001055776,0.9526489,0.01932814,0.00002844484,0.00001748566,0.00002149989,0.01814113],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09337089,"threshold_uncertainty_score":0.05282944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800481794530127,"score_gpt":0.3186950493714622,"score_spread":0.3006902314261609,"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."}}