{"id":"W3097983629","doi":"10.1097/htr.0000000000000621","title":"Predictors of Concussion Outcomes in Individuals With ADHD","year":2020,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Concussion; Medicine; Comorbidity; Poison control; Injury prevention; Attention deficit hyperactivity disorder; Cohort; Psychiatry; Clinical psychology; Physical therapy; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009688496,0.0001153523,0.0006060879,0.0003383197,0.00001666614,0.000008713076,0.0001099974,0.00008259741,0.00008242641],"category_scores_gemma":[0.002083226,0.00007279932,0.0001331164,0.0004345334,0.0001543007,0.0002330503,0.00001328777,0.0003944616,0.000004001414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009715828,"about_ca_system_score_gemma":0.0002160606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001363529,"about_ca_topic_score_gemma":0.000006602178,"domain_scores_codex":[0.9976204,0.0001997396,0.0009792339,0.0001335463,0.0009020295,0.0001650723],"domain_scores_gemma":[0.9978639,0.001062972,0.0003891223,0.0001427269,0.0003367096,0.0002045526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001179889,0.0004056173,0.9715958,0.0004674876,0.0001279518,0.0000170054,0.0154577,0.00006018439,0.002363048,0.00006361103,0.0005809697,0.007680803],"study_design_scores_gemma":[0.005935117,0.01032695,0.9760845,0.0006140204,0.00006034187,0.00004307375,0.005236568,0.00007241969,0.001100946,0.0001484162,0.0003137451,0.00006394675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776607,0.00007168353,0.0001184376,0.02138063,0.00006132386,0.000474688,0.000008815463,0.00001015231,0.0002135638],"genre_scores_gemma":[0.9881604,0.000004120197,0.01158271,0.00012834,0.00008188937,0.000006406715,0.000002995369,0.00001697283,0.00001615292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02125229,"threshold_uncertainty_score":0.296867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05799588172259754,"score_gpt":0.3634019307958996,"score_spread":0.305406049073302,"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."}}