{"id":"W4318586326","doi":"10.1161/circulationaha.122.059706","title":"Cardiovascular Complications of Down Syndrome: Scoping Review and Expert Consensus","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Disease; Intensive care medicine; Down syndrome; Population; Metabolic syndrome; Health care; Heart disease; Pediatrics; Internal medicine; Environmental health; Obesity; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001173191,0.00005429475,0.0002697223,0.00006108831,0.00005607768,0.000002439672,0.00001332709,0.00001901876,0.00001654729],"category_scores_gemma":[0.0001270903,0.00005374629,0.00009507441,0.0002678364,0.00006164238,0.00001745533,0.00002380068,0.00002629801,0.00003056098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001658061,"about_ca_system_score_gemma":0.00003664861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001413875,"about_ca_topic_score_gemma":0.000001699605,"domain_scores_codex":[0.999463,0.00002338463,0.0001701779,0.0001346561,0.0001326346,0.00007617456],"domain_scores_gemma":[0.9995333,0.00005131905,0.00002363047,0.0002358229,0.0001094127,0.00004652349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008398342,0.0003679953,0.5426953,0.1544551,0.005724519,0.0003805727,0.002546061,0.0002072666,0.01818737,0.001120513,0.01004355,0.2641877],"study_design_scores_gemma":[0.0003486826,0.00001511951,0.9892077,0.008977214,0.0004799048,0.0001522599,0.00005771321,0.0003716101,0.00003151335,0.00005469492,0.0002269835,0.00007657866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7827733,0.2131303,0.00007450616,0.0013682,0.00004411691,0.001399904,0.00001167468,0.000117301,0.001080642],"genre_scores_gemma":[0.9954162,0.004268631,0.0000670126,0.0001318826,0.00001171934,0.00005596643,0.0000278868,0.000007528338,0.00001316089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4465124,"threshold_uncertainty_score":0.219171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05624679718511712,"score_gpt":0.3354836277374888,"score_spread":0.2792368305523717,"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."}}