{"id":"W4411408133","doi":"10.22541/au.175027876.67071873/v1","title":"Association of Global Longitudinal Strain and Long-Term Transplant-Free Survival in Fontan Patients","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Term (time); Internal medicine; Cardiology; Medicine; Strain (injury); Association (psychology); Psychology; Physics","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":[0.0006102435,0.0001734045,0.0002243098,0.000301021,0.0002133643,0.0004590779,0.0001970313,0.0002860018,0.001232829],"category_scores_gemma":[0.00171846,0.0001024701,0.0002579572,0.0002746544,0.000254753,0.0003817571,0.0003706443,0.0005144368,0.0001118139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158059,"about_ca_system_score_gemma":0.0001729437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004873744,"about_ca_topic_score_gemma":0.0006992799,"domain_scores_codex":[0.9998162,0.00004496418,0.00002366849,0.0000497247,0.0000306011,0.00003469742],"domain_scores_gemma":[0.998822,0.0002259037,0.0005570635,0.00009742513,0.00007925269,0.0002183376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001430051,0.00001285384,0.9984071,0.000004098663,0.0000301645,0.00004740661,0.00001700408,0.0000413145,0.000150699,0.00001141776,0.00003362607,0.001101359],"study_design_scores_gemma":[0.000006806742,0.0001306052,0.9990043,0.000005595032,0.00002334367,0.0003151324,0.00006786315,0.0002691755,0.00007093998,0.00003892852,0.00006408827,0.000003167458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995466,0.000187838,0.00005102895,0.00002608592,0.000004071719,0.000001110768,0.00005506024,0.00000138159,0.0001269552],"genre_scores_gemma":[0.9997706,0.0000502509,0.0000254598,0.000007037695,0.000008598457,0.000001334256,0.00009703886,6.265449e-7,0.00003913093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001232829,"threshold_uncertainty_score":0.004124224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870153657453856,"score_gpt":0.295703413132981,"score_spread":0.2770018765584424,"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."}}