{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001947359,0.0001343895,0.000396232,0.0002080083,0.00003714242,0.000009151417,0.00006027548,0.00007950013,0.000005692536],"category_scores_gemma":[0.00006520674,0.0001342714,0.0002407323,0.0007774333,0.00006312761,0.00005746637,0.00004295151,0.0001010048,8.070632e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078711,"about_ca_system_score_gemma":0.00004061089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007326664,"about_ca_topic_score_gemma":0.0008970996,"domain_scores_codex":[0.9989191,0.00005797524,0.0002566595,0.0002310292,0.0003186089,0.0002165697],"domain_scores_gemma":[0.9995182,0.0000649014,0.00004130939,0.0002012892,0.0001064375,0.00006783343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002610121,0.0001591921,0.9903671,0.0001679695,0.0006267186,0.00002422894,0.00006783797,1.867734e-7,0.0000152135,0.00005708262,0.0003073913,0.007946069],"study_design_scores_gemma":[0.003152258,0.0001219547,0.9956074,0.0001807711,0.0003748021,9.191051e-7,0.00004061754,0.000003398958,0.00001445042,0.0003922149,0.00002329921,0.00008788766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926126,0.0009382071,0.00005683139,0.0002353044,0.0002124034,0.0003683916,0.0005528388,0.00002946599,0.004993944],"genre_scores_gemma":[0.9996359,0.0001714695,0.00003957742,0.0000384065,0.00002897824,0.00001366906,0.00003186441,0.000005606636,0.00003455153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007858182,"threshold_uncertainty_score":0.5475427,"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."}}