{"id":"W2969471187","doi":"10.1101/19004622","title":"Atypical somatic symptoms in adults with prolonged recovery from mild traumatic brain injury","year":2019,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; SickKids Foundation; University of Toronto; Vancouver General Hospital; Vancouver Coastal Health; Vancouver Coastal Health Research Institute; BC Mental Health & Substance Use Services; Hospital for Sick Children; University of British Columbia","funders":"Genome British Columbia; Fondation Brain Canada","keywords":"Rivermead post-concussion symptoms questionnaire; Traumatic brain injury; Medicine; Concussion; Somatization; Post-concussion syndrome; Young adult; Internal medicine; Physical therapy; Psychiatry; Poison control; 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":[0.0005346449,0.000272055,0.0003420287,0.0006201058,0.0004354763,0.0005178701,0.0002116649,0.000429428,0.001712266],"category_scores_gemma":[0.002750173,0.0001846264,0.0002836323,0.0004532993,0.0003512294,0.0004641276,0.000765168,0.0004244751,0.0001776399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753325,"about_ca_system_score_gemma":0.0001718691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001610475,"about_ca_topic_score_gemma":0.003089761,"domain_scores_codex":[0.9996784,0.00007774639,0.00005016033,0.00005600856,0.00006517039,0.00007254608],"domain_scores_gemma":[0.9989579,0.0001193042,0.0006568369,0.00004122257,0.00008480987,0.0001399741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000131719,0.00004378656,0.9969374,0.00002248979,0.00003068579,0.000188926,0.0004769077,0.00002116334,0.0004804117,0.00001142716,0.00006811611,0.001586957],"study_design_scores_gemma":[0.00000283391,0.00008670055,0.9991535,0.000004718223,0.000004532385,0.0002710161,0.0003888635,0.00002770458,0.00001965001,0.00001184774,0.00002681103,0.000001796957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997546,0.00005687483,0.00001661956,0.00001869057,0.000002093539,0.000005264937,0.0000440537,7.163555e-7,0.0001011237],"genre_scores_gemma":[0.9998185,0.00002707805,0.00002468878,0.00001359647,0.000003642456,0.000004166986,0.00006701269,2.245387e-7,0.00004114586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001712266,"threshold_uncertainty_score":0.005728066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05248484571157664,"score_gpt":0.3252260762346351,"score_spread":0.2727412305230585,"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."}}