{"id":"W4392386942","doi":"10.1007/s00246-024-03429-5","title":"Characterization of Cardiac-Onset Initial Presentation in Friedreich Ataxia","year":2024,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Friedreich's Ataxia Research Alliance","keywords":"Medicine; Ataxia; Asymptomatic; Frataxin; Cardiac surgery; Context (archaeology); Natural history; Presentation (obstetrics); Heart failure; Cardiology; Internal medicine; Pediatrics; Surgery; Psychiatry","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":[0.0002932364,0.0006471465,0.0004371179,0.002223056,0.0004925738,0.0008524286,0.0005495306,0.00112425,0.00318537],"category_scores_gemma":[0.002080438,0.0002549,0.0003329044,0.0005764112,0.0004360807,0.0006474621,0.0005376081,0.0007714409,0.001009026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004603322,"about_ca_system_score_gemma":0.0004886506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929127,"about_ca_topic_score_gemma":0.001550688,"domain_scores_codex":[0.9997296,0.00002555635,0.00003545577,0.00006688376,0.00003543056,0.0001070991],"domain_scores_gemma":[0.9991772,0.000174898,0.0001385909,0.00004016805,0.0001669841,0.0003021587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005282963,0.0002215868,0.5638387,0.00007652424,0.00002510429,0.3728103,0.0005587631,0.0002376431,0.04805733,0.0004493063,0.001051834,0.01214463],"study_design_scores_gemma":[0.0000257098,0.0003600765,0.5182183,0.0000596758,0.00005717082,0.4714563,0.0007924351,0.001124907,0.006230423,0.0004107617,0.001237478,0.00002675146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991846,0.0007963171,0.001087281,0.0002597329,0.00003574161,0.00006962512,0.0002877996,0.00005703105,0.005560518],"genre_scores_gemma":[0.9977622,0.000382917,0.0008193891,0.0001052997,0.0000847541,0.00001469847,0.0003819921,0.00001556706,0.0004330139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00318537,"threshold_uncertainty_score":0.01065612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627079887037065,"score_gpt":0.2985983783499077,"score_spread":0.2723275794795371,"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."}}