{"id":"W6904961660","doi":"10.14288/1.0449726","title":"Social determinants of health and pediatric concussion recovery","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Concussion; Social determinants of health; Sports medicine; Cohort; Prospective cohort study; Poison control; Injury prevention; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005817112,0.0003185694,0.0002574727,0.0008777321,0.0008854699,0.0006688607,0.0005389777,0.0003295603,0.002019133],"category_scores_gemma":[0.002350455,0.0001522524,0.0005209498,0.001370794,0.0004297237,0.0002123509,0.0007146639,0.0004772896,0.0001190179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005248958,"about_ca_system_score_gemma":0.009651334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8670854,"about_ca_topic_score_gemma":0.8849985,"domain_scores_codex":[0.9992812,0.00006802052,0.00002629868,0.00008372837,0.0002405624,0.0003001587],"domain_scores_gemma":[0.9988142,0.00009334258,0.0004659143,0.00003683062,0.0002707368,0.000318964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001701628,0.00001527904,0.9981102,0.00001299745,0.00003146388,0.00002239851,0.00006952093,0.00005481232,0.0000250273,0.00003750766,0.0001808766,0.001422912],"study_design_scores_gemma":[8.280788e-7,0.000006515301,0.9996763,0.000007216067,0.000006265267,0.00001280081,0.00007566604,0.00005754876,0.000008441378,0.00000852926,0.0001386743,0.000001118279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938306,0.001054819,0.0000777757,0.000459341,0.000009856954,0.00002315555,0.002889915,0.00001031133,0.001644246],"genre_scores_gemma":[0.9985272,0.0002936318,0.00007745523,0.00002476482,0.000005763589,0.000009248221,0.0008585385,0.00000180946,0.0002016441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8670854,"threshold_uncertainty_score":0.2673947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971787303091222,"score_gpt":0.282085791028331,"score_spread":0.2523679179974188,"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."}}