{"id":"W4415273505","doi":"10.1017/s1047951125109839","title":"Cardiac magnetic resonance parameters associated with surgery in a paediatric and young adult population with chronic aortic regurgitation","year":2025,"lang":"en","type":"article","venue":"Cardiology in the Young","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Regurgitation (circulation); Young adult; Magnetic resonance imaging; Aortic valve regurgitation; Cardiac magnetic resonance; Aortic valve; Population","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":[0.0006506112,0.0002899988,0.0003459547,0.0008658763,0.0002435742,0.0004986055,0.0002180755,0.0004141933,0.001198729],"category_scores_gemma":[0.00366823,0.0001490137,0.0002617961,0.0005874578,0.0003795919,0.0003942301,0.0004139178,0.0004975852,0.0001497096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039064,"about_ca_system_score_gemma":0.0003174812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001686996,"about_ca_topic_score_gemma":0.001754031,"domain_scores_codex":[0.9996064,0.00009672175,0.00004758871,0.0000734538,0.00009368319,0.00008222395],"domain_scores_gemma":[0.9978701,0.0004999004,0.001058079,0.00006559473,0.0001665778,0.0003397687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002551149,0.00000828131,0.9991767,0.000004335959,0.000007778638,0.0001285847,0.00003333923,0.00001438037,0.0000887501,0.000009403502,0.0000291038,0.0004737776],"study_design_scores_gemma":[0.000002017988,0.0000667853,0.9986567,0.000006525779,0.000008348492,0.0009370074,0.0001447554,0.00007088528,0.000034663,0.00001484413,0.00005589793,0.000001497134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993544,0.0002451791,0.00006435852,0.00003864,0.000004280895,0.000003235614,0.00009398661,0.000001553178,0.0001943385],"genre_scores_gemma":[0.9996532,0.00009526719,0.0000820384,0.00001531901,0.00001097133,0.000004423773,0.0001065685,9.454411e-7,0.00003127478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001686996,"threshold_uncertainty_score":0.004010201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006777475485735873,"score_gpt":0.2617186640894285,"score_spread":0.2549411886036926,"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."}}