{"id":"W2619748789","doi":"10.1136/bjsports-2016-097270.156","title":"A review of misnomers and misconceptions in concussion biomechanics","year":2017,"lang":"en","type":"review","venue":"British Journal of Sports Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Concussion; Biomechanics; Physical medicine and rehabilitation; Angular acceleration; Poison control; Medicine; Injury prevention; Psychology; Physical therapy; Acceleration; Medical emergency; Physics; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02334492,0.001528999,0.002965327,0.0337023,0.001619913,0.004504254,0.002553791,0.003469663,0.003331843],"category_scores_gemma":[0.113038,0.001323822,0.002674311,0.01976431,0.004673664,0.009272814,0.002638769,0.002831637,0.0009310117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005406023,"about_ca_system_score_gemma":0.009356474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003866205,"about_ca_topic_score_gemma":0.007014847,"domain_scores_codex":[0.9802967,0.006877012,0.007188883,0.001478825,0.003802148,0.000356295],"domain_scores_gemma":[0.7840307,0.1838087,0.01384339,0.002163353,0.01522973,0.0009242099],"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":[0.0002576687,0.00006000442,0.00195188,0.3364033,0.0009416059,0.001268844,0.004584771,0.0002705377,0.0004970774,0.007893283,0.06072769,0.5851434],"study_design_scores_gemma":[0.00005229323,0.0001540037,0.004953177,0.5838352,0.002328113,0.00463463,0.003208154,0.0001619763,0.0004370043,0.005733028,0.3943777,0.0001247078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004115454,0.9948142,0.000303119,0.00286353,0.001055036,0.00002739986,0.00005801166,0.00001304292,0.0004541962],"genre_scores_gemma":[0.005619372,0.9871589,0.0008907373,0.004818446,0.001122664,0.00009854872,0.00009617784,0.00001296561,0.0001822138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0337023,"threshold_uncertainty_score":0.1234612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1800990458159165,"score_gpt":0.4517240226244426,"score_spread":0.271624976808526,"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."}}