{"id":"W4385859741","doi":"10.1123/pes.2023-0016","title":"New Insights Into Accelerometer-Measured Habitual Physical Activity and Sedentary Time During Early Recovery in Pediatric Concussion","year":2023,"lang":"en","type":"article","venue":"Pediatric Exercise Science","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Concussion; Accelerometer; Physical activity; Physical medicine and rehabilitation; Physical therapy; Medicine; Sedentary behavior; Injury prevention; Poison control; Computer science; 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":[0.0004876402,0.0003946125,0.0004177283,0.001023535,0.0001876247,0.0005295769,0.0003485175,0.0004857032,0.0007751848],"category_scores_gemma":[0.001812305,0.0002588014,0.0002931505,0.0009586507,0.0001912567,0.0003468838,0.0003749902,0.0004229863,0.000159925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403652,"about_ca_system_score_gemma":0.0003075501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005772948,"about_ca_topic_score_gemma":0.01374277,"domain_scores_codex":[0.9997143,0.00006284341,0.00003438389,0.0000640447,0.00007399321,0.00005033181],"domain_scores_gemma":[0.9992911,0.0001173932,0.0003666146,0.000032091,0.0001096397,0.0000831728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001283421,0.00006900703,0.9897084,0.00005574722,0.00003038127,0.00007353337,0.0002292206,0.00005644686,0.001226,0.00001943389,0.0001118107,0.008291579],"study_design_scores_gemma":[0.000001580314,0.00004261823,0.9995444,0.000008277109,0.000005446878,0.00009800243,0.00009666984,0.00005855566,0.00004548947,0.000007389091,0.00009049329,0.000001070665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995818,0.001862614,0.0006525482,0.0001131186,0.00001623039,0.00002031264,0.0005589817,0.00001532933,0.0009429643],"genre_scores_gemma":[0.9963943,0.00105793,0.001361271,0.00007511257,0.00003579275,0.00004383187,0.0007144014,0.000007880521,0.0003095123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005772948,"threshold_uncertainty_score":0.01147866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310143564762926,"score_gpt":0.3082695592804311,"score_spread":0.2772552028041385,"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."}}