{"id":"W4416850791","doi":"10.1161/circimaging.125.019209","title":"Function Follows Form: The Relationship Between Right Ventricular Shape and Adverse Outcomes in Patients With Hypoplastic Left Heart Syndrome","year":2025,"lang":"en","type":"article","venue":"Circulation Cardiovascular Imaging","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Hospital for Sick Children","funders":"","keywords":"Hypoplastic left heart syndrome; Ventricular function; Adverse effect; Heart disease; Function (biology); Congenital disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0003405562,0.0001900702,0.000456553,0.0003003714,0.0003410506,0.00003725822,0.00004164113,0.00004477911,0.00001066063],"category_scores_gemma":[0.0003154874,0.0001386403,0.0003471632,0.0004473703,0.000103701,0.0003062129,0.0000557586,0.0001934802,0.00001338259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636298,"about_ca_system_score_gemma":0.0000729746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002644912,"about_ca_topic_score_gemma":0.000007803448,"domain_scores_codex":[0.998539,0.0001067541,0.0002918906,0.0003506686,0.0004746237,0.000237118],"domain_scores_gemma":[0.9990609,0.0002851116,0.00003676223,0.00041117,0.0001347401,0.00007128442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003042682,0.00003058686,0.9968361,0.00008359338,0.0007301249,0.00003976456,0.00005676807,0.0001246527,6.083359e-7,0.00002815501,0.00001657977,0.002022645],"study_design_scores_gemma":[0.002800229,0.00002102376,0.9934359,0.0001595706,0.001595641,0.00003695384,0.00007393682,0.0007421023,6.951162e-7,0.0002526631,0.0007410178,0.0001402382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940642,0.002492006,0.001657731,0.0003758289,0.0001379737,0.00103892,0.000007051489,0.00006211761,0.0001641771],"genre_scores_gemma":[0.9996275,0.00000213282,0.00004735871,0.0001426171,0.00002614646,0.00003720374,0.00005138611,0.00001963593,0.00004598467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005563341,"threshold_uncertainty_score":0.5653586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008214294811903,"score_gpt":0.2309109232930977,"score_spread":0.2208287803449787,"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."}}