{"id":"W4415788927","doi":"10.1161/circ.152.suppl_3.4344136","title":"Abstract 4344136: The Genetic Basis of Early Mortality in Neonates with Single Ventricle Disease: An NC-DEFINE Prospective Observational Cohort Study","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Prospective cohort study; Heart failure; Ventricle; Cohort; Observational study; Cohort study; Risk stratification; Cardiomyopathy","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":[0.0012995,0.0004582321,0.0005151291,0.0006016974,0.0007141533,0.000649619,0.0007761664,0.0005355888,0.001549718],"category_scores_gemma":[0.002480528,0.0003419736,0.0006330223,0.0009240003,0.0002934632,0.0004093916,0.001001667,0.0006811315,0.0004547605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005728228,"about_ca_system_score_gemma":0.0008305942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01132758,"about_ca_topic_score_gemma":0.0132164,"domain_scores_codex":[0.9989933,0.0002370696,0.0001273185,0.0003511081,0.0001812272,0.0001099194],"domain_scores_gemma":[0.9982223,0.0002513849,0.0004833649,0.0004595804,0.0002426764,0.0003407552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001932234,0.00004448285,0.9981439,0.00001173275,0.0000692628,0.0002120869,0.00008916995,0.00003077962,0.0004255987,0.00003188118,0.0002232439,0.0005246486],"study_design_scores_gemma":[0.00003827811,0.0002125813,0.9977349,0.00002025583,0.00007591966,0.0007640325,0.0003004138,0.0002565129,0.0001260851,0.00002832812,0.0004342725,0.000008418984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979705,0.00009977153,0.0001257409,0.00002646894,0.000005696693,0.00002465828,0.001500588,0.000003339084,0.0002433395],"genre_scores_gemma":[0.9959448,0.0001484838,0.0004141275,0.00006548472,0.00001506324,0.00008886596,0.003101327,0.000008768848,0.0002129958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132758,"threshold_uncertainty_score":0.02252328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916056308751584,"score_gpt":0.3096580521197262,"score_spread":0.2804974890322104,"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."}}