{"id":"W4399882749","doi":"10.3390/hearts5030018","title":"Bicuspid Aortic Valve Disease with Early-Onset Complications: Characteristics and Aortic Outcomes","year":2024,"lang":"en","type":"article","venue":"Hearts","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institutes of Health","keywords":"Bicuspid aortic valve; Cardiology; Internal medicine; Medicine; Disease; Aortic valve","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":[0.0005928483,0.0002024502,0.0003761804,0.0008388993,0.0005474685,0.0009211338,0.000339708,0.0004474071,0.001772589],"category_scores_gemma":[0.002874456,0.0001474495,0.0003489208,0.0007440042,0.0002603939,0.0006524011,0.0006906383,0.0008518712,0.0002240912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000247211,"about_ca_system_score_gemma":0.0004137148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421054,"about_ca_topic_score_gemma":0.001967822,"domain_scores_codex":[0.9995723,0.00006127769,0.00006388945,0.00007950768,0.00009103082,0.0001319274],"domain_scores_gemma":[0.9981996,0.0002178956,0.0007177049,0.00006748205,0.0001816912,0.0006156024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004855237,0.00003584964,0.9974269,0.000009840202,0.00001894449,0.0004477749,0.00006100974,0.000029558,0.00008822581,0.000046359,0.00008063723,0.001706316],"study_design_scores_gemma":[0.0000049538,0.00009225647,0.9946256,0.00002590054,0.00001958272,0.004199471,0.0004048275,0.0001441791,0.00003218718,0.0001878806,0.0002534822,0.000009743551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972695,0.0009556371,0.0001363094,0.00009156939,0.00001677985,0.00001062828,0.0001972863,0.000003581147,0.001318804],"genre_scores_gemma":[0.9992448,0.0002572291,0.00006417024,0.00002584575,0.00002984845,0.00000549079,0.0002588353,0.000001762614,0.000111965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001772589,"threshold_uncertainty_score":0.005929887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656993521152963,"score_gpt":0.3329977146736636,"score_spread":0.316427779462134,"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."}}