{"id":"W3004542827","doi":"10.3389/fneur.2020.00043","title":"Atypical Somatic Symptoms in Adults With Prolonged Recovery From Mild Traumatic Brain Injury","year":2020,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Vancouver General Hospital; Vancouver Coastal Health; Vancouver Coastal Health Research Institute; Hospital for Sick Children; University of British Columbia; BC Mental Health & Substance Use Services","funders":"Genome British Columbia; Michael Smith Health Research BC; Fondation Brain Canada","keywords":"Rivermead post-concussion symptoms questionnaire; Traumatic brain injury; Medicine; Somatization; Concussion; Post-concussion syndrome; Young adult; Physical therapy; Internal medicine; Poison control; Psychiatry; Injury prevention; Anxiety","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005028417,0.0002754408,0.0003129698,0.000601813,0.0004266292,0.0004741254,0.0001964704,0.0004391831,0.001166405],"category_scores_gemma":[0.002597836,0.0002186761,0.0002640437,0.0003757254,0.0003943103,0.0004781035,0.0008237911,0.0003963167,0.0001592198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194518,"about_ca_system_score_gemma":0.0002129958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001623553,"about_ca_topic_score_gemma":0.003742726,"domain_scores_codex":[0.9997372,0.00006557211,0.00004057572,0.00004600226,0.00005122828,0.00005939525],"domain_scores_gemma":[0.9992329,0.00008897587,0.0004720534,0.00003649668,0.00005339965,0.0001162103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001730525,0.00005123799,0.9956104,0.00002297294,0.0000266924,0.0002102928,0.000729867,0.00002339481,0.0006866517,0.00001345287,0.00005826209,0.002393706],"study_design_scores_gemma":[0.000003176079,0.0001025058,0.9991177,0.000003923352,0.000003681984,0.0002810857,0.0004080137,0.00002144466,0.00001810018,0.00001220431,0.00002636792,0.000001794618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999806,0.00005043224,0.0000139894,0.0000163174,0.00000153179,0.000004412343,0.00002240074,5.70862e-7,0.00008434952],"genre_scores_gemma":[0.9998043,0.00003660494,0.00003406311,0.00001448435,0.000004070226,0.000004857695,0.00005932474,2.514803e-7,0.00004197313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001623553,"threshold_uncertainty_score":0.003902018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03331292276338015,"score_gpt":0.2839016334680532,"score_spread":0.250588710704673,"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."}}