{"id":"W2208872697","doi":"10.1089/neu.2014.3577","title":"Functional Near-Infrared Spectroscopy Reveals Reduced Interhemispheric Cortical Communication after Pediatric Concussion","year":2014,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Hotchkiss Brain Institute; University of Calgary","funders":"Hospital Research Foundation","keywords":"Concussion; Traumatic brain injury; Medicine; Physical medicine and rehabilitation; Population; Biomarker; Finger tapping; Motor cortex; Neuroscience; Psychology; Poison control; Audiology; Injury prevention; Psychiatry","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":[0.0004659593,0.0001646976,0.0004110598,0.00009804406,0.0000914644,0.00007533954,0.000154578,0.00009529603,0.0003763796],"category_scores_gemma":[0.0006435069,0.0001243898,0.0002028969,0.000210477,0.0001306724,0.0001684047,0.00004674151,0.00090034,0.00002725714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008651807,"about_ca_system_score_gemma":0.00008991243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000142614,"about_ca_topic_score_gemma":1.081358e-7,"domain_scores_codex":[0.9983069,0.000189251,0.0006732868,0.0001689469,0.0004227961,0.0002388068],"domain_scores_gemma":[0.9985789,0.0002037512,0.0003091895,0.0003692247,0.0002762287,0.0002627034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004474484,0.0009763138,0.04955515,0.0001865653,0.00008686238,0.0001868624,0.0002575784,0.000006951949,0.8686664,0.0004530001,0.0722466,0.002903315],"study_design_scores_gemma":[0.003646943,0.004884478,0.8735709,0.0005216348,0.0005550498,0.002393778,0.00004503139,0.001976744,0.1017451,0.003093961,0.007170758,0.0003956315],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873485,0.0002355776,0.00495506,0.002904562,0.0002425047,0.0001518002,0.000001004445,0.00007274999,0.004088249],"genre_scores_gemma":[0.9720857,0.0001853317,0.02556827,0.001069805,0.0005120296,0.000007366304,0.000002997825,0.0000296969,0.000538879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8240158,"threshold_uncertainty_score":0.5072469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783774452072742,"score_gpt":0.3236623888606631,"score_spread":0.2958246443399357,"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."}}