{"id":"W2270780544","doi":"10.1111/acem.12924","title":"The Effectiveness of Early Educational Interventions in the Emergency Department to Reduce Incidence or Severity of Postconcussion Syndrome Following a Concussion: A Systematic Review","year":2016,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta; Government of Canada; Alberta Health Services","keywords":"Medicine; Psychological intervention; Concussion; Emergency department; Cochrane Library; Incidence (geometry); MEDLINE; Physical therapy; Poison control; Emergency medicine; Randomized controlled trial; Injury prevention; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.007514396,0.001455881,0.01092832,0.005715264,0.0005921749,0.002469286,0.001855289,0.00244711,0.004124987],"category_scores_gemma":[0.033985,0.001007395,0.009664141,0.005233695,0.0007340788,0.001671715,0.001071693,0.001432376,0.0002570371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00344341,"about_ca_system_score_gemma":0.008126396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005599406,"about_ca_topic_score_gemma":0.01326137,"domain_scores_codex":[0.9938092,0.00242682,0.002060885,0.0004305262,0.001078112,0.0001945047],"domain_scores_gemma":[0.9778488,0.01695684,0.003410748,0.0002270089,0.001292525,0.0002639965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000693723,0.00006335202,0.000338718,0.9617582,0.01216418,0.00005691808,0.0001130775,0.00009301325,0.0001211049,0.00007450334,0.000395708,0.0241275],"study_design_scores_gemma":[0.002042175,0.00138013,0.005335231,0.7881266,0.1929009,0.0002916345,0.0002833056,0.0002005172,0.0003787732,0.0001790886,0.008828804,0.00005285209],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003288182,0.9951,0.0001325458,0.0001598567,0.0001142576,0.0007488819,0.0002003135,0.00001220822,0.0002438419],"genre_scores_gemma":[0.03628844,0.9605841,0.0008806361,0.0004108598,0.0001271496,0.001389449,0.0001689296,0.000006465266,0.0001439498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01092832,"threshold_uncertainty_score":0.03974044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467712694453225,"score_gpt":0.494927100172128,"score_spread":0.3481558307268056,"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."}}