{"id":"W2509095792","doi":"10.1016/j.cortex.2016.07.020","title":"Uncovering cortico-striatal correlates of cognitive fatigue in pediatric acquired brain disorder: Evidence from traumatic brain injury","year":2016,"lang":"en","type":"article","venue":"Cortex","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"National Health and Medical Research Council; State Government of Victoria","keywords":"Traumatic brain injury; Cognition; Psychology; Magnetic resonance imaging; Effects of sleep deprivation on cognitive performance; Neuroimaging; Neuroscience; Psychiatry; Medicine; Radiology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007511899,0.0003098455,0.0007662212,0.0004204062,0.00005121427,0.00002466982,0.0003108561,0.000208179,0.0008512411],"category_scores_gemma":[0.0124906,0.0002356185,0.0001614021,0.0008075733,0.0002974249,0.0003972005,0.0001586894,0.00026064,0.0001485213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670228,"about_ca_system_score_gemma":0.0004136117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004213403,"about_ca_topic_score_gemma":0.0002293662,"domain_scores_codex":[0.9967307,0.0002656091,0.001056129,0.0005989131,0.0007796725,0.0005689939],"domain_scores_gemma":[0.9889899,0.009683148,0.0003413042,0.0005576433,0.0001795491,0.0002484341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001498057,0.0004062943,0.8956772,0.0003598889,0.0001200752,0.00008002955,0.002607264,0.000002986918,0.02062193,0.00002658406,0.001108829,0.07749086],"study_design_scores_gemma":[0.004756871,0.0009392503,0.986035,0.004057176,0.0001437502,0.00001429286,0.0008497578,0.0004340383,0.001821924,0.0006398355,0.00001267817,0.0002954454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925819,0.0008153984,0.003028347,0.001710151,0.0002195688,0.001160776,0.0002009164,0.00008348833,0.0001994775],"genre_scores_gemma":[0.9986032,0.0003026506,0.0002523525,0.0001515106,0.0001363997,0.00008819153,0.00004688777,0.00005727879,0.0003615794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09035778,"threshold_uncertainty_score":0.9958276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07178095942932235,"score_gpt":0.3528434579189942,"score_spread":0.2810624984896719,"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."}}