{"id":"W4206648151","doi":"10.1016/j.jshs.2022.01.001","title":"Which psychosocial factors are associated with return to sport following concussion? A systematic review","year":2022,"lang":"en","type":"article","venue":"Journal of sport and health science/Journal of Sport and Health Science","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; University of Toronto; Children's Hospital of Eastern Ontario","funders":"NFL Foundation","keywords":"Psychosocial; Association (psychology); Concussion; Physical activity; Affect (linguistics); Social support; Risk factor","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03925372,0.0003187166,0.002769066,0.001586653,0.002383726,0.0001564362,0.000966933,0.00006023204,0.00005685773],"category_scores_gemma":[0.00005008942,0.0001993302,0.0002123536,0.005160206,0.0007020679,0.0009705366,0.0001827439,0.001527573,6.592145e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442012,"about_ca_system_score_gemma":0.01677794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001077887,"about_ca_topic_score_gemma":0.00007010336,"domain_scores_codex":[0.9887747,0.000003664039,0.003329793,0.0005029177,0.006173889,0.001215082],"domain_scores_gemma":[0.988992,0.000008866789,0.005678709,0.000342319,0.001877865,0.003100291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001870617,0.0001926875,0.9859969,0.01003021,0.00004111173,0.0002257241,0.002079608,0.00000224189,0.000005520107,0.0001064686,0.001057527,0.00007494357],"study_design_scores_gemma":[0.001298475,0.004304772,0.934249,0.05018978,0.0001291088,0.003227111,0.006007508,0.00001962494,0.000005615115,0.00003553455,0.0003509953,0.0001824378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560839,0.007714908,0.000002263065,0.03371485,0.000861684,0.001506132,0.000002020654,0.00001145034,0.0001028013],"genre_scores_gemma":[0.9907198,0.002712891,0.0008596918,0.005394242,0.0001838665,0.000008788532,0.000001868144,0.00002136385,0.0000974732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05174786,"threshold_uncertainty_score":0.998915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09700561485783032,"score_gpt":0.4233013871266407,"score_spread":0.3262957722688104,"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."}}