{"id":"W4223416713","doi":"10.1002/hbm.25866","title":"Altered myelination in youth born with congenital heart disease","year":2022,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Montreal Children's Hospital; McGill University; Philips (Canada); CARE Canada; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Compute Canada; McGill University Health Centre; Université de Sherbrooke; McGill University","keywords":"White matter; Corpus callosum; Myelin; Psychology; Population; Brain Structure and Function; Biomarker; Medicine; Magnetic resonance imaging; Cardiology; Internal medicine; Physiology; Neuroimaging; Neuroscience; Central nervous system; Biology; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003149942,0.00009575022,0.0001747047,0.0002328577,0.0002429712,0.00001766287,0.00003842916,0.00001760703,0.0003812597],"category_scores_gemma":[0.00004255597,0.00008800787,0.0001130178,0.000243445,0.00002751906,0.00004966968,0.00004465465,0.0002254139,0.00001091686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419535,"about_ca_system_score_gemma":0.00006579151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000081937,"about_ca_topic_score_gemma":0.00002618644,"domain_scores_codex":[0.9990098,0.0001056566,0.0001562762,0.0002277734,0.0003372749,0.0001632164],"domain_scores_gemma":[0.9995874,0.00002036915,0.00003350341,0.0002172031,0.00003175341,0.0001097552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001298715,0.0007408892,0.943252,0.0001744214,0.0005917599,0.0005884788,0.01914491,0.001537694,0.01851604,0.001433796,0.0101714,0.002549914],"study_design_scores_gemma":[0.002484497,0.0001157674,0.9695587,0.00003266001,0.00005820971,0.00003465282,0.004412665,0.0001985217,0.000006595953,0.000050852,0.02290835,0.000138596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996379,0.0001456773,0.0003891491,0.001606121,0.0001503377,0.0003747725,0.00002010054,0.00008118616,0.0008536762],"genre_scores_gemma":[0.9970568,0.000001320249,0.00003786849,0.001381069,0.0001653121,0.00003389773,0.0002716721,0.00002011772,0.001031896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02630664,"threshold_uncertainty_score":0.4174526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954221773414616,"score_gpt":0.2541749512570929,"score_spread":0.2246327335229468,"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."}}