{"id":"W4210882387","doi":"10.1093/ehjci/jeab289.286","title":"Ventricular mechanics in adolescents with Fontan circulation: comparison to healthy controls","year":2022,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Ventricle; Speckle tracking echocardiography; Radial stress; Cardiac magnetic resonance; Fontan procedure; Angiology; Demographics; Magnetic resonance imaging; Radiology; Heart failure; Ejection fraction","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"],"consensus_categories":[],"category_scores_codex":[0.002082099,0.00025692,0.0007890898,0.0004127517,0.0007569038,0.0001109087,0.0001502505,0.00001095481,0.00003865315],"category_scores_gemma":[0.00009754049,0.0002466447,0.0007375517,0.0006862751,0.00002930761,0.0001318684,0.0002493884,0.0008618894,0.00006227562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006304743,"about_ca_system_score_gemma":0.0002110999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003351564,"about_ca_topic_score_gemma":0.000006367757,"domain_scores_codex":[0.9959759,0.001067536,0.0005813758,0.0004403269,0.001344393,0.0005905089],"domain_scores_gemma":[0.9986683,0.00001861662,0.00007831745,0.0005178463,0.0002053871,0.0005115881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001704382,0.0006607088,0.9077714,0.0002256861,0.00140914,0.03028763,0.001375404,0.02173183,0.0003224298,0.00001342268,0.001850492,0.0326475],"study_design_scores_gemma":[0.01157721,0.0007817689,0.759848,0.0009512902,0.0009667111,0.02708066,0.002473636,0.006628972,0.0000185864,0.00001862182,0.1889876,0.0006669676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9173337,0.06292629,0.0112191,0.004260218,0.0009502502,0.00218395,0.00001405069,0.0001629249,0.0009494794],"genre_scores_gemma":[0.9964076,0.00003079312,0.0003832526,0.00261729,0.0004359349,0.00002405401,0.000004456519,0.00008595597,0.00001065452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1871371,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571160117497363,"score_gpt":0.2830865102237575,"score_spread":0.2573749090487839,"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."}}