{"id":"W4404136850","doi":"10.1080/09602011.2024.2423082","title":"The Buddy Program: High school students inform the design of a school-based peer support program for concussion","year":2024,"lang":"en","type":"article","venue":"Neuropsychological Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Alberta Bone and Joint Health Institute; Centre for Interdisciplinary Research in Rehabilitation; Toronto Rehabilitation Institute; University of Toronto; Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Concussion; Psychology; Peer support; Medical education; Peer group; Injury prevention; Applied psychology; Poison control; Medicine; Developmental psychology; Psychiatry; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003690368,0.0002098488,0.0002815374,0.0001183069,0.0002113985,0.0002497984,0.0004693988,0.0001634095,0.000202941],"category_scores_gemma":[0.01639462,0.00009396992,0.0002272147,0.0006691352,0.0006390758,0.0001195768,0.00005949954,0.0006231741,0.0001117381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000999302,"about_ca_system_score_gemma":0.0002861761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005042747,"about_ca_topic_score_gemma":7.599483e-7,"domain_scores_codex":[0.9963968,0.0004681662,0.0007191102,0.000476153,0.001497789,0.0004419743],"domain_scores_gemma":[0.9917729,0.00649317,0.000112214,0.0006795187,0.0007072583,0.0002349738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009556351,0.003369479,0.01793737,0.0009394532,0.0001794921,0.00002857431,0.0006230756,0.00007390026,0.00471437,0.002766808,0.06902864,0.8907825],"study_design_scores_gemma":[0.003286649,0.03759796,0.8831611,0.0002626775,0.0001118435,0.00002035574,0.0004098859,0.003581776,0.0001612342,0.003053472,0.06817911,0.0001739023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244983,0.00009279577,0.004285937,0.05038285,0.0006326414,0.01855725,0.00002235589,0.0006489902,0.0008788278],"genre_scores_gemma":[0.9716483,0.00001204286,0.02123046,0.000683739,0.0001220212,0.005050904,0.00004191514,0.00003978603,0.001170862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8906086,"threshold_uncertainty_score":0.9918907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09307000294722123,"score_gpt":0.4607187350892797,"score_spread":0.3676487321420585,"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."}}