{"id":"W4402709290","doi":"10.1080/09602011.2024.2402564","title":"Feasibility of Concussion Essentials: A multimodal intervention for persisting post-concussion symptoms among children and adolescents","year":2024,"lang":"en","type":"article","venue":"Neuropsychological Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"University of Melbourne; Royal Children's Hospital Foundation","keywords":"Concussion; Post-concussion syndrome; Intervention (counseling); Medicine; Physical medicine and rehabilitation; Physical therapy; Psychology; Injury prevention; Poison control; Psychiatry; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065666,0.0001675615,0.0003183976,0.0001866998,0.00007410788,0.00004364836,0.00008961102,0.0001694568,0.00006774352],"category_scores_gemma":[0.005287476,0.0001174053,0.0002620841,0.0002482159,0.000408518,0.0001647831,0.00005946069,0.000302717,0.000006752698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006748115,"about_ca_system_score_gemma":0.00002456061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002700773,"about_ca_topic_score_gemma":0.000001742557,"domain_scores_codex":[0.9977793,0.0003667682,0.0005892274,0.0006688532,0.0003612371,0.0002346678],"domain_scores_gemma":[0.9982066,0.001002598,0.0001071746,0.000279494,0.0002557022,0.0001484169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004345059,0.001102623,0.679287,0.002392661,0.00006325523,0.0000070126,0.001016889,0.000003539581,0.08922814,0.0002965827,0.0002419763,0.2220153],"study_design_scores_gemma":[0.002538715,0.00386432,0.988323,0.00130254,0.00006805477,0.00002326618,0.0001862883,0.002891828,0.0002449814,0.0004478132,0.000008621988,0.0001005313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938892,0.0001344992,0.002137949,0.001119299,0.000234929,0.002239636,0.0000418157,0.0001327677,0.00006995071],"genre_scores_gemma":[0.9978842,0.0000057583,0.001772735,0.0000571555,0.00007284172,0.00007052148,0.00007030532,0.00002552474,0.0000409186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3090361,"threshold_uncertainty_score":0.6329985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621961338754991,"score_gpt":0.3835300589556154,"score_spread":0.3473104455680655,"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."}}