{"id":"W4307656574","doi":"10.1093/jpepsy/jsac076","title":"Concurrent Psychosocial Concerns and Post-Concussive Symptoms Following Pediatric mTBI: An A-CAP Study","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Psychology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Stollery Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine; University of Alberta; Université de Montréal; Children's Hospital of Eastern Ontario; University of Calgary; BC Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Medicine; Concussion; Poison control; Emergency department; Traumatic brain injury; Injury prevention; Mental health; Occupational safety and health; Physical therapy; Cohort; Psychiatry; Pediatrics; Emergency medicine; Internal medicine","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":[0.0006598677,0.000451531,0.000420718,0.0006813026,0.0007892532,0.0007288109,0.000542648,0.0005905883,0.001174718],"category_scores_gemma":[0.002147564,0.0004059612,0.0004759112,0.0008236769,0.0003719829,0.0006141066,0.0007384378,0.0008399888,0.0003257298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005245169,"about_ca_system_score_gemma":0.000779975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193552,"about_ca_topic_score_gemma":0.01409746,"domain_scores_codex":[0.999355,0.000181011,0.00005937119,0.0001241951,0.0001597401,0.0001207263],"domain_scores_gemma":[0.998455,0.0001353156,0.0006640683,0.00009831759,0.0002617083,0.000385563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004529103,0.0001188188,0.9991554,0.000006875287,0.00001812738,0.00006910419,0.0001359756,0.000006687083,0.0000636137,0.000003226783,0.00004292619,0.000333855],"study_design_scores_gemma":[0.000005858162,0.0003303842,0.9987521,0.000005194932,0.00001327504,0.0003002639,0.0004729787,0.000026712,0.00002828429,0.000002672944,0.00006082385,0.000001363442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997482,0.00003855284,0.0000143894,0.000009352949,0.000001393003,0.0000129873,0.00009886387,7.300402e-7,0.00007551094],"genre_scores_gemma":[0.9993741,0.00007636597,0.00008106307,0.0000216218,0.000007728438,0.00003552892,0.000324605,0.000001129711,0.00007793976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193552,"threshold_uncertainty_score":0.02373213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07021829131773309,"score_gpt":0.4252619164776634,"score_spread":0.3550436251599303,"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."}}