{"id":"W4226340224","doi":"10.2139/ssrn.4055849","title":"Altered Brain Network Functional Connectivity One Month Following Pediatric Concussion","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario","funders":"","keywords":"Concussion; Functional connectivity; Neuroscience; Traumatic brain injury; Medicine; Physical medicine and rehabilitation; Psychology; Poison control; Medical emergency; Psychiatry; Injury prevention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002158712,0.0001851735,0.0004047956,0.0004947516,0.0007074977,0.0004809737,0.0003102663,0.0006296545,0.002197999],"category_scores_gemma":[0.001534231,0.0001456195,0.0003073097,0.00044359,0.0003599763,0.0005090975,0.0005355556,0.001006166,0.0004646808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007212675,"about_ca_system_score_gemma":0.0007123897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0137515,"about_ca_topic_score_gemma":0.02512777,"domain_scores_codex":[0.9997984,0.000022312,0.000009224141,0.00004594536,0.00004059295,0.00008359484],"domain_scores_gemma":[0.9993643,0.00008806885,0.0002106481,0.0000323708,0.0001290801,0.0001756156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005418653,0.001085221,0.9070202,0.0002094412,0.0002261146,0.0151976,0.003708251,0.0006121107,0.01716954,0.0004768616,0.002577484,0.04629854],"study_design_scores_gemma":[0.00001436695,0.0007597578,0.9940607,0.00002618405,0.00003676671,0.002020346,0.001099099,0.0001210429,0.0009770957,0.0001349869,0.0007376217,0.00001192362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980203,0.000227294,0.0001381182,0.000189297,0.00002509131,0.00002404011,0.0003433819,0.000009073667,0.001023457],"genre_scores_gemma":[0.9980922,0.0002608907,0.0001117515,0.0000526088,0.00002504306,0.00003584804,0.0005394019,0.000004259665,0.000878012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0137515,"threshold_uncertainty_score":0.02734292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462581208202914,"score_gpt":0.2426444134063297,"score_spread":0.2180186013243005,"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."}}