{"id":"W7133017014","doi":"","title":"Vascular Endothelial Dysfunction, Cognition and Stroke in Early Life Study (VECSELS)","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Hospital for Sick Children","keywords":"Stroke (engine); Cognition; Pediatric stroke; Perfusion; Vascular disease; Perfusion scanning; Disease; Heart disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006101531,0.0003581189,0.0003846163,0.0004298319,0.0007669174,0.0007738626,0.0003359045,0.0004968425,0.003244503],"category_scores_gemma":[0.001164823,0.0003066065,0.0004954243,0.0005964644,0.0001109272,0.00037028,0.000582313,0.001089106,0.000882862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331844,"about_ca_system_score_gemma":0.0006220586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006109706,"about_ca_topic_score_gemma":0.01261131,"domain_scores_codex":[0.9998854,0.0000265716,0.00001261896,0.00002161723,0.00003143141,0.00002221705],"domain_scores_gemma":[0.9996886,0.00003744144,0.00008554402,0.00002303684,0.00007484965,0.00009046189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003496736,0.001774972,0.9305513,0.0005756833,0.0009043236,0.0006933392,0.000701666,0.0001972816,0.001680356,0.0009898659,0.01735773,0.04107684],"study_design_scores_gemma":[0.0002734812,0.0007125616,0.9933478,0.0001525724,0.0002577506,0.0003576375,0.0001826135,0.00008393097,0.0001810117,0.0002413914,0.004196491,0.00001278025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696614,0.003518743,0.0002679453,0.001193321,0.0001660627,0.0003485333,0.01533504,0.00002206234,0.009486826],"genre_scores_gemma":[0.9424685,0.007025585,0.002396939,0.0009560314,0.0003324686,0.0009751775,0.02052848,0.00002152505,0.02529524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006109706,"threshold_uncertainty_score":0.01214832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03893399955147707,"score_gpt":0.3158306853035121,"score_spread":0.276896685752035,"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."}}