{"id":"W4414312078","doi":"10.1111/echo.70297","title":"Association of Global Longitudinal Strain and Long‐Term Transplant‐Free Survival in Fontan Patients","year":2025,"lang":"en","type":"article","venue":"Echocardiography","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Strain (injury); Fontan procedure; Association (psychology); Longitudinal study; Longitudinal data; Survival analysis","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":[0.0005774271,0.0001758471,0.0002089269,0.000292262,0.0001977106,0.000437653,0.0001805255,0.0002780289,0.001309843],"category_scores_gemma":[0.001703599,0.00009708115,0.000244264,0.0002636397,0.0002433816,0.000367015,0.0003476582,0.000489764,0.0001114814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081378,"about_ca_system_score_gemma":0.0001642876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000447569,"about_ca_topic_score_gemma":0.0006293827,"domain_scores_codex":[0.999845,0.00003588949,0.00002028567,0.00004223552,0.00002689399,0.00002967522],"domain_scores_gemma":[0.998876,0.0002236581,0.0005293033,0.00008717561,0.00007579866,0.0002080008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000129407,0.00001256005,0.9982284,0.000004299199,0.00002937832,0.00004480876,0.00001678621,0.00004842313,0.0001650711,0.00001213401,0.00003841435,0.001270287],"study_design_scores_gemma":[0.00000626062,0.0001155651,0.9990415,0.000006101949,0.00002032036,0.0002891563,0.00006224753,0.0002782854,0.00007243663,0.00004139843,0.0000635868,0.000003093078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995083,0.0001959465,0.00005864099,0.00003022402,0.000004350904,0.000001127462,0.00005718487,0.000001542673,0.0001426172],"genre_scores_gemma":[0.9997535,0.00005515736,0.00002991267,0.000007957774,0.000009267902,0.000001461029,0.00009871356,7.024456e-7,0.00004320326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001309843,"threshold_uncertainty_score":0.004381835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007887386933896933,"score_gpt":0.2583672917591361,"score_spread":0.2504799048252391,"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."}}