{"id":"W3083195284","doi":"10.1089/neu.2020.7057","title":"Delineating the Nature and Correlates of Social Dysfunction after Childhood Traumatic Brain Injury Using Common Data Elements: Evidence from an International Multi-Cohort Study","year":2020,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Université de Montréal; Alberta Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children","funders":"","keywords":"Traumatic brain injury; Cohort; Psychology; Clinical psychology; Observational study; Cohort study; Poison control; Injury prevention; Medicine; Psychiatry; Medical emergency; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03407923,0.0008768945,0.0008840856,0.00431142,0.001378817,0.002907542,0.001800228,0.0009787543,0.0008026039],"category_scores_gemma":[0.06927145,0.0007814766,0.003569878,0.005987588,0.001557294,0.001423035,0.003829028,0.0009813318,0.0001149268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136749,"about_ca_system_score_gemma":0.002340968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04897421,"about_ca_topic_score_gemma":0.06209869,"domain_scores_codex":[0.9794892,0.01066165,0.003196543,0.003348252,0.002353425,0.0009510057],"domain_scores_gemma":[0.9371404,0.02483583,0.01781252,0.01207978,0.006810803,0.001320703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001267129,0.00002215203,0.994031,0.0001136802,0.001989924,0.00004645902,0.0005524482,0.00005548217,0.00005622882,0.0000725572,0.00007662529,0.002856653],"study_design_scores_gemma":[0.00001282044,0.00006772645,0.9974313,0.0001710892,0.0009454577,0.00008381081,0.0007076085,0.0001525852,0.00005379886,0.00006860156,0.0002888575,0.00001639068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884337,0.007050874,0.001664304,0.0002603922,0.00005322616,0.0001799471,0.001427804,0.00001143318,0.0009184246],"genre_scores_gemma":[0.9950832,0.001953975,0.001288299,0.0000806781,0.00002020755,0.0001499028,0.00133954,0.000008854009,0.00007531838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04897421,"threshold_uncertainty_score":0.1802304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2269981886458644,"score_gpt":0.4482358182388492,"score_spread":0.2212376295929848,"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."}}