{"id":"W4293833805","doi":"10.1016/j.spen.2022.100992","title":"Pediatric Stroke and Cardiac Disease: Challenges in Recognition and Management","year":2022,"lang":"en","type":"article","venue":"Seminars in Pediatric Neurology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital Research Institute of Manitoba; Hospital for Sick Children; University of Alberta","funders":"National Institute of Neurological Disorders and Stroke; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Stroke (engine); Disease; Medicine; Disease management; Intensive care medicine; Physical medicine and rehabilitation; Cardiology; Internal medicine; Engineering; Parkinson's disease","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":[0.0002104883,0.0001443904,0.0002464156,0.0004855315,0.00005208395,0.000004839495,0.00004514587,0.00004453817,0.00003758858],"category_scores_gemma":[0.00002316058,0.0001519258,0.00003797296,0.0002574171,0.00003337017,0.00004215342,0.0001969635,0.0002323845,0.000005530171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002598023,"about_ca_system_score_gemma":0.00002958412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008177092,"about_ca_topic_score_gemma":0.000003524352,"domain_scores_codex":[0.9987422,0.0001442512,0.0002056675,0.0004639151,0.0001790544,0.0002648716],"domain_scores_gemma":[0.9995275,0.0001113179,0.00005413625,0.0001638862,0.000006781623,0.0001364225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004748624,0.0003894122,0.9652112,0.0003061348,0.00001764427,0.001663403,0.0002128249,0.000004560684,5.365121e-7,0.00009440272,0.0003300527,0.03129504],"study_design_scores_gemma":[0.001654625,0.0005142378,0.9953121,0.000003732463,0.0005397369,0.00003020707,0.0001978233,0.00004394444,3.819719e-7,0.0007452801,0.000833474,0.0001244748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9217002,0.07519798,2.749443e-7,0.001293432,0.0001231364,0.0005162488,0.00003990467,0.00002532569,0.001103516],"genre_scores_gemma":[0.8580832,0.1409801,0.00004946541,0.0001263952,0.0001441996,0.0003330672,0.00005225122,0.00001684403,0.0002145164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06578209,"threshold_uncertainty_score":0.6195355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327878364516533,"score_gpt":0.2448722102418556,"score_spread":0.2120843737902023,"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."}}