{"id":"W4291155332","doi":"10.1016/j.cortex.2022.05.025","title":"Neural and cognitive function in a pediatric brain injury model: The impact of task complexity","year":2022,"lang":"en","type":"article","venue":"Cortex","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Mental Health Research Canada; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Dysfunctional family; Magnetoencephalography; Cognition; Traumatic brain injury; Task (project management); Audiology; Closed head injury; Acquired brain injury; Developmental psychology; Neuroscience; Electroencephalography; Rehabilitation; Medicine; Clinical psychology; Psychiatry","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":[0.0002535251,0.0000972845,0.0001347255,0.000113695,0.0002814017,0.00001193539,0.00009910714,0.00001448834,0.00004006492],"category_scores_gemma":[0.002093651,0.00007536759,0.00005907354,0.0005134672,0.0001761268,0.0001040537,0.0002718935,0.000242191,0.000001899784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004954418,"about_ca_system_score_gemma":0.00006248923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001186278,"about_ca_topic_score_gemma":0.0000377873,"domain_scores_codex":[0.9989467,0.0002474441,0.000137805,0.0002945232,0.0002207414,0.0001528074],"domain_scores_gemma":[0.9970805,0.002664351,0.0000892123,0.0001114272,0.0000292523,0.00002527439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007211545,0.001829928,0.676411,0.0001300327,0.0001335727,0.00006137602,0.008494865,0.04046284,0.1866807,0.00918912,0.04830633,0.02108874],"study_design_scores_gemma":[0.0005051563,0.0007046979,0.8828161,0.000001858907,0.0000248052,0.00001681679,0.0002465716,0.1090356,0.0001215274,0.006391373,0.00002354696,0.0001119285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976764,0.0001032872,0.0001341709,0.001104224,0.0001226746,0.000261031,0.0001608901,0.00002418728,0.0004131799],"genre_scores_gemma":[0.9984977,0.000008704962,0.000002081134,0.001330929,0.00003523777,0.0000519453,0.000002848328,0.000008889876,0.00006172532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2064051,"threshold_uncertainty_score":0.3073401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05800962315950552,"score_gpt":0.3080278650644802,"score_spread":0.2500182419049747,"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."}}