{"id":"W4415992224","doi":"10.1136/bjsports-2025-110067","title":"Optimal movement behaviours for postconcussion symptom recovery in children and adolescents: a compositional analysis of the PedCARE cohort","year":2025,"lang":"en","type":"article","venue":"British Journal of Sports Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; London Health Sciences Centre; Hospital for Sick Children; University of Ottawa; Children's Hospital of Eastern Ontario","funders":"Physicians' Services Incorporated Foundation; Ontario SPOR SUPPORT Unit","keywords":"Concussion; Cohort; Balance (ability); Movement (music); Cohort study; Poison control; Motor activity; Injury prevention","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":[0.001999827,0.0004955239,0.0006500965,0.001376016,0.0008106174,0.001096527,0.0009498472,0.0007754387,0.001840507],"category_scores_gemma":[0.005941779,0.0006233844,0.001738902,0.001496544,0.0004293171,0.0006924216,0.001698743,0.001062407,0.0003194258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006658993,"about_ca_system_score_gemma":0.0007779421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03244197,"about_ca_topic_score_gemma":0.02543949,"domain_scores_codex":[0.9984256,0.0004062418,0.0001660429,0.0004883828,0.0002910685,0.0002226663],"domain_scores_gemma":[0.9982778,0.0002450257,0.0007463257,0.000306598,0.0002436579,0.0001807558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001628484,0.00003065413,0.9980918,0.00001935262,0.0002911563,0.00005015939,0.0001980684,0.00006304641,0.0001121121,0.00003363268,0.0001381602,0.0008090427],"study_design_scores_gemma":[0.000009913383,0.00008701381,0.9986246,0.00001603702,0.000079739,0.0001132485,0.0004370948,0.000398581,0.00002306668,0.00002695374,0.000178746,0.000005100252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980798,0.0002935189,0.0002796838,0.00004699619,0.000006595189,0.00002370224,0.001138423,0.000003475805,0.0001278592],"genre_scores_gemma":[0.9979454,0.0001758208,0.0002691504,0.0000212624,0.000007655353,0.00004117097,0.001387901,0.000008461599,0.0001432071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03244197,"threshold_uncertainty_score":0.06450629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009036189600663738,"score_gpt":0.2959437134655628,"score_spread":0.2869075238648991,"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."}}