{"id":"W2884905522","doi":"10.1089/neu.2018.5792","title":"Predicting Psychological Distress after Pediatric Concussion","year":2018,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Holland Bloorview Kids Rehabilitation Hospital; Centre Hospitalier Universitaire Sainte-Justine; Alberta Children's Hospital; Université de Montréal; University of Alberta; Children's Hospital of Eastern Ontario; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Concussion; Psychological distress; Distress; Psychology; Traumatic brain injury; Medicine; Clinical psychology; Poison control; Injury prevention; Human factors and ergonomics; Psychiatry; Anxiety; Medical emergency","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":[0.0005186684,0.0002679982,0.0002678825,0.0005825684,0.0002699258,0.000440701,0.0002609847,0.0003678532,0.001033727],"category_scores_gemma":[0.003895936,0.0002004723,0.000315243,0.0005600746,0.0002254914,0.0003017523,0.000447793,0.0006856237,0.0001653555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698571,"about_ca_system_score_gemma":0.000330915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00518356,"about_ca_topic_score_gemma":0.008088912,"domain_scores_codex":[0.9996867,0.00008086865,0.00004149372,0.00003503344,0.00008946053,0.0000664119],"domain_scores_gemma":[0.9985482,0.0002421299,0.0007743589,0.00002871231,0.000171794,0.0002348445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001166887,0.00001147889,0.9989519,0.000003831247,0.000003872514,0.00003779506,0.00004319943,0.00001744248,0.00002170019,0.000002534186,0.00003490079,0.0008596269],"study_design_scores_gemma":[0.000001213226,0.00004001708,0.9993721,0.000006686926,0.000004822483,0.0002130855,0.0001690305,0.0001165282,0.00002368278,0.000005360362,0.00004654155,0.000001041069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994821,0.0002077473,0.00003169367,0.00005167379,0.00000387284,0.000006295258,0.00007241096,0.000002537948,0.0001416712],"genre_scores_gemma":[0.9993768,0.0002116627,0.0001225366,0.0000163169,0.000006218342,0.000007273092,0.0001934897,9.274005e-7,0.00006486481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00518356,"threshold_uncertainty_score":0.01030678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405231834285162,"score_gpt":0.4204232563592375,"score_spread":0.2799000729307213,"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."}}