{"id":"W4412981500","doi":"10.1016/j.cjcpc.2025.07.003","title":"Frailty and Cognitive Function After the Age of 40 in Adults With Moderate or Severe Congenital Heart Disease","year":2025,"lang":"en","type":"article","venue":"CJC Pediatric and Congenital Heart Disease","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Greta och Johan Kocks stiftelser; Hjärt-Lungfonden; Fondation pour la Recherche Médicale; Skånes universitetssjukhus; Riksförbundet HjärtLung","keywords":"Cognition; Gerontology; Disease; Heart disease; Medicine; Psychology; Developmental psychology; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006541097,0.0002893856,0.0003520645,0.001063098,0.0003527279,0.0004136421,0.0002293039,0.0004611744,0.000843467],"category_scores_gemma":[0.001776004,0.0001228817,0.0003541121,0.0005901842,0.0002792282,0.000345936,0.0005685607,0.0003541786,0.00009532552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156984,"about_ca_system_score_gemma":0.0001938384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004283609,"about_ca_topic_score_gemma":0.004524658,"domain_scores_codex":[0.9997086,0.00005610456,0.00004207379,0.0000809113,0.00005349813,0.00005876383],"domain_scores_gemma":[0.9992886,0.00007902549,0.0003568748,0.00002924471,0.0000504122,0.0001959032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001346412,0.00002735431,0.9986249,0.000009389718,0.00002387549,0.00007239586,0.0000867664,0.00001295092,0.00008081759,0.000006860943,0.00003403984,0.000886048],"study_design_scores_gemma":[0.000002386337,0.00009668148,0.9996457,0.000004473811,0.000008267746,0.0001282046,0.00005294525,0.00002095838,0.0000101068,0.000008214327,0.00002112286,0.000001044376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999395,0.0003685448,0.00001335436,0.00001596958,0.000003394157,0.000004190586,0.00008002344,8.105379e-7,0.0001187428],"genre_scores_gemma":[0.9997476,0.00007688303,0.00001546576,0.00001256739,0.000006787204,0.000003744563,0.00009763116,2.220662e-7,0.0000390707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004283609,"threshold_uncertainty_score":0.008517325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021716449909362,"score_gpt":0.2512294268008678,"score_spread":0.2410122623017742,"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."}}