{"id":"W1440088255","doi":"10.1089/neu.2013.2941","title":"Biopsychosocial Outcome after Uncomplicated Mild Traumatic Brain Injury","year":2013,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Pirkanmaan Sairaanhoitopiiri","keywords":"Traumatic brain injury; Fractional anisotropy; Neurocognitive; Biopsychosocial model; Diffusion MRI; Medicine; Depression (economics); Concussion; White matter; Neuropsychology; Psychology; Physical therapy; Poison control; Cognition; Psychiatry; Injury prevention; Magnetic resonance imaging","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006238692,0.0002870648,0.0007743485,0.0005183221,0.00007654809,0.0001074224,0.0004007506,0.0001700091,0.002499928],"category_scores_gemma":[0.0005406803,0.0002181033,0.000447906,0.0005574235,0.0002514377,0.0003439141,0.00005156228,0.001085344,0.000635439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215678,"about_ca_system_score_gemma":0.000137069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002646405,"about_ca_topic_score_gemma":0.000002962095,"domain_scores_codex":[0.9964987,0.0002157938,0.001450907,0.0002577349,0.001035325,0.0005415519],"domain_scores_gemma":[0.9976214,0.0003451494,0.0004773461,0.0004907474,0.0005071091,0.0005582062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.006875462,0.004823365,0.2991815,0.00217106,0.001347074,0.001836367,0.004319734,0.000006719174,0.1888863,0.0003075265,0.337929,0.152316],"study_design_scores_gemma":[0.003149835,0.001890848,0.9870901,0.0002471349,0.0001030392,0.001376001,0.0002147994,0.00008885033,0.001066796,0.0007814186,0.003748633,0.0002425238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656014,0.00008778811,0.000134924,0.03152855,0.000459754,0.0008083013,0.000009647795,0.00004945722,0.001320207],"genre_scores_gemma":[0.9936715,0.000009061838,0.001764067,0.002955329,0.000483088,0.00005156624,0.000001903764,0.00006999627,0.0009934312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6879086,"threshold_uncertainty_score":0.9984119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2247914765845523,"score_gpt":0.4288715864310008,"score_spread":0.2040801098464485,"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."}}