{"id":"W4401905200","doi":"10.1161/jaha.124.037076","title":"Reducing Rates and Risk of Stroke in Adults With Congenital Heart Disease: What Can We Do Now, and What Should We Do Next?","year":2024,"lang":"en","type":"letter","venue":"Journal of the American Heart Association","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Stroke (engine); Disease; Heart disease; Stroke risk; Pediatrics; Intensive care medicine; Cardiology; Internal medicine; Ischemic stroke; Ischemia","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":[0.004315739,0.0004406508,0.001466356,0.0006685226,0.002356378,0.002668553,0.001418809,0.02879136,0.007074811],"category_scores_gemma":[0.03454915,0.0004307539,0.001165098,0.0008849592,0.001282867,0.002908586,0.001007686,0.01860549,0.003493913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002834679,"about_ca_system_score_gemma":0.007956427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02537938,"about_ca_topic_score_gemma":0.04070454,"domain_scores_codex":[0.9965851,0.001197157,0.0006757223,0.0002218582,0.0008814009,0.0004386584],"domain_scores_gemma":[0.9824449,0.008197451,0.001491999,0.0003954437,0.00326587,0.004204307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002047239,0.0001864196,0.01179828,0.0002078887,0.00007393896,0.0006179461,0.0002017384,0.00004878429,0.0001301068,0.001486223,0.9538395,0.03120448],"study_design_scores_gemma":[0.001415992,0.0006394168,0.09212964,0.003255743,0.0004192551,0.002287469,0.00313478,0.0007216157,0.0003861319,0.01144815,0.8839555,0.0002061801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009058116,0.002014798,0.00002309612,0.9882068,0.00732359,0.000006065021,0.00009560906,0.000011111,0.001413086],"genre_scores_gemma":[0.00726622,0.004193428,0.0003077548,0.9456224,0.03904838,0.00005293989,0.0001288771,0.00001418118,0.003365804],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02879136,"threshold_uncertainty_score":0.05046332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283969612241461,"score_gpt":0.2764495067988533,"score_spread":0.2636098106764387,"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."}}