{"id":"W2016937450","doi":"10.1053/j.pcsu.2015.01.003","title":"Three-Dimensional Echocardiography for the Assessment of Atrioventricular Valves in Congenital Heart Disease: Past, Present and Future","year":2015,"lang":"en","type":"review","venue":"Seminars in Thoracic and Cardiovascular Surgery Pediatric Cardiac Surgery Annual","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Stollery Children's Hospital","funders":"","keywords":"Atrioventricular valve; Cardiology; Heart disease; Medicine; Mitral valve; Internal medicine; Tricuspid valve; Heart valve; Atrioventricular Septal Defect; Hypoplastic left heart syndrome; Ventricle","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.006319919,0.00104567,0.007350808,0.001523796,0.0001493705,0.00006483495,0.0001339149,0.0005545973,0.000005944145],"category_scores_gemma":[0.0001483875,0.0007794134,0.02201306,0.002000849,0.0002616874,0.0001928859,0.0002736095,0.0006096679,0.000001288583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001864936,"about_ca_system_score_gemma":0.001876586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006801982,"about_ca_topic_score_gemma":6.618639e-7,"domain_scores_codex":[0.9935236,0.001064396,0.001543769,0.001364103,0.001637524,0.0008666236],"domain_scores_gemma":[0.992832,0.004441859,0.0004218558,0.00125144,0.00039938,0.0006534602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000191172,0.0002015517,0.4683386,0.007210923,0.007276147,0.0004235421,0.00001816909,0.00002933038,2.855507e-9,0.000002752559,0.01180225,0.5045055],"study_design_scores_gemma":[0.0005381674,0.00005928538,0.2844761,0.002514098,0.05054849,0.0001996719,0.000278279,0.00001783561,6.760536e-8,0.00003829354,0.6603835,0.0009462215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009596543,0.9815847,0.00003119879,0.0000889597,0.001641911,0.003686242,0.003315779,0.0000371537,0.00001748952],"genre_scores_gemma":[0.003521499,0.9894251,0.00009919106,0.00001926138,0.004336167,0.001268082,0.001183048,0.0001353123,0.00001232966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6485813,"threshold_uncertainty_score":0.9994657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206920243976767,"score_gpt":0.3397858404801264,"score_spread":0.3177166380403588,"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."}}