{"id":"W4220798834","doi":"10.1111/josh.13156","title":"Concussion Education in the School Setting: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Journal of School Health","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Bloorview Research Institute","keywords":"Concussion; PsycINFO; CINAHL; Context (archaeology); Poison control; Medicine; Medical education; Injury prevention; Suicide prevention; MEDLINE; Psychology; Nursing; Psychological intervention; Medical emergency; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01404557,0.000295273,0.002679925,0.0007294464,0.000183958,0.00005529346,0.0006423888,0.000133791,0.002299197],"category_scores_gemma":[0.005419648,0.0001643355,0.000577777,0.001102112,0.00003789735,0.0001603363,0.00008496043,0.004612821,0.00009488305],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002062591,"about_ca_system_score_gemma":0.06867009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000291306,"about_ca_topic_score_gemma":0.000003783902,"domain_scores_codex":[0.9918301,0.002870997,0.002997858,0.0002590923,0.001592657,0.0004492859],"domain_scores_gemma":[0.9947256,0.001021438,0.002749738,0.0006439296,0.0001890646,0.0006702016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001447375,0.00009682128,0.00002224437,0.2660117,0.00002834055,0.00002860509,0.00004078604,2.651168e-8,1.874889e-8,0.00001066978,0.07656644,0.6571799],"study_design_scores_gemma":[0.0002428011,0.000348508,0.00008983443,0.487953,0.0001470023,0.002359643,0.0001728467,1.765296e-7,7.394591e-9,0.00001195328,0.508608,0.00006617577],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003980644,0.9746574,0.00000624741,0.01935312,0.0004266344,0.004716599,0.000005037857,0.000008639719,0.0008223294],"genre_scores_gemma":[0.000001030976,0.9868749,0.001090229,0.0106341,0.0008858577,0.0001711699,0.00003270552,0.00004846959,0.0002614966],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6571137,"threshold_uncertainty_score":0.9986128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.269508808926962,"score_gpt":0.5558743160383339,"score_spread":0.2863655071113719,"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."}}