{"id":"W4415792706","doi":"10.1161/circ.152.suppl_3.4370542","title":"Abstract 4370542: Strength Amidst Strain: Determinants of Resilience in Pediatric and Young Adult Fontan Circulatory Failure","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Young adult; Heart disease; Heart failure; Psychological resilience; Coping (psychology); Hypoplastic left heart syndrome; Anxiety","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":[0.000520216,0.0002261032,0.0002166597,0.0003419836,0.0003049303,0.0003787825,0.0002702585,0.0003219951,0.00483587],"category_scores_gemma":[0.001880698,0.0001033481,0.0002312243,0.0004541152,0.000202784,0.000377765,0.0004140662,0.0005453247,0.0002853038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002447956,"about_ca_system_score_gemma":0.0004299773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002946914,"about_ca_topic_score_gemma":0.003762871,"domain_scores_codex":[0.9998286,0.00005186804,0.00001679687,0.00003356753,0.00002900264,0.00004019094],"domain_scores_gemma":[0.9990218,0.0001785642,0.000427103,0.0000245038,0.00008578741,0.0002623946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006444065,0.00005859051,0.997574,0.0000169966,0.00001541703,0.00004536141,0.00007417809,0.00002453257,0.00005745507,0.00001680695,0.0003375882,0.001714544],"study_design_scores_gemma":[0.000005561305,0.00005454512,0.9995008,0.00001701886,0.000007555962,0.00008202511,0.0001287497,0.00006233271,0.00001650928,0.00001444458,0.0001091717,0.000001311154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989154,0.0001818809,0.00002768776,0.0001593931,0.000009196415,0.000009397189,0.0003776468,0.000001690793,0.0003177048],"genre_scores_gemma":[0.9991818,0.0001413501,0.00006882525,0.00003589799,0.00002148843,0.00002737974,0.0003950099,0.000001298653,0.0001269644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00483587,"threshold_uncertainty_score":0.01617759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009940117358587752,"score_gpt":0.2728392444238359,"score_spread":0.2628991270652482,"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."}}