{"id":"W4205194696","doi":"10.3389/fneur.2021.780278","title":"Lifetime History of Concussion Among Youth With ADHD Presenting to a Specialty Concussion Clinic","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital; Public Health Agency of Canada; McGill University","funders":"Spaulding Research Institute; Massachusetts General Hospital","keywords":"Concussion; Attention deficit hyperactivity disorder; Medicine; Athletes; Specialty; Confidence interval; Psychiatry; Injury prevention; Poison control; Physical therapy; Pediatrics; Internal medicine; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005587297,0.0002234213,0.0003896789,0.00166163,0.0008150393,0.0007510848,0.0005932449,0.0004331467,0.001326257],"category_scores_gemma":[0.002762714,0.0003162813,0.0003657247,0.001214264,0.0003400633,0.0003845631,0.0004619946,0.0005623791,0.0001523232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768524,"about_ca_system_score_gemma":0.0009756437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1658039,"about_ca_topic_score_gemma":0.2937675,"domain_scores_codex":[0.9992591,0.0001167421,0.00007728275,0.0001505893,0.0002242649,0.0001719382],"domain_scores_gemma":[0.9982368,0.0001926259,0.0009499327,0.00005773704,0.0003130127,0.0002499635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001678236,0.00001655892,0.9993819,0.000004576967,0.00001240315,0.00004659681,0.00008636943,0.000003641914,0.00002525842,0.000002687623,0.00004600465,0.0003572659],"study_design_scores_gemma":[0.000001891181,0.00002966699,0.9994198,0.000006102327,0.000008545045,0.0001865378,0.0002698551,0.00002007281,0.00001033369,0.000001913882,0.00004407449,0.000001262737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992975,0.0001763628,0.00001809784,0.00002326459,0.000003559913,0.00001132695,0.000250221,0.000001618483,0.0002181709],"genre_scores_gemma":[0.9992729,0.000155657,0.00004027182,0.00002503617,0.000008131419,0.000009467941,0.0003744167,0.000001073574,0.0001131631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658039,"threshold_uncertainty_score":0.3296775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04602802085742582,"score_gpt":0.2991363179313788,"score_spread":0.253108297073953,"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."}}