{"id":"W2617707240","doi":"10.1136/bjsports-2016-097393","title":"What is the definition of sports-related concussion: a systematic review","year":2017,"lang":"en","type":"review","venue":"British Journal of Sports Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Concussion; Sports injury; Sports medicine; Systematic review; Medicine; Physical medicine and rehabilitation; Physical therapy; MEDLINE; Injury prevention; Poison control; Medical emergency; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01039175,0.0005556353,0.009837351,0.0004551837,0.0001887503,0.00007867983,0.0009313702,0.0004512696,0.002874585],"category_scores_gemma":[0.00385502,0.0003109326,0.001528941,0.0005392772,0.0008818351,0.0002615425,0.00009814568,0.002103479,0.00001957039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789221,"about_ca_system_score_gemma":0.001297803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001750761,"about_ca_topic_score_gemma":4.330508e-7,"domain_scores_codex":[0.9885907,0.0004521513,0.006446179,0.000378199,0.003696117,0.0004366533],"domain_scores_gemma":[0.9859671,0.0006705932,0.0100426,0.001410982,0.001433778,0.0004749324],"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":[0.00001330662,0.00004392835,0.000001665078,0.4927378,0.000478016,0.004323009,0.00007387344,2.194105e-9,3.406333e-8,0.00002919538,0.01613641,0.4861628],"study_design_scores_gemma":[0.0009402341,0.0002003164,0.0001038639,0.7798818,0.01460861,0.1081145,0.0002096993,2.201657e-7,1.579588e-7,0.0003301315,0.09543043,0.0001800334],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006743203,0.9892187,0.000004102902,0.003078019,0.001397157,0.003960368,0.00002129089,0.00001670556,0.00229696],"genre_scores_gemma":[0.00007533651,0.996401,0.00008501379,0.0007865011,0.0005422052,0.00005214036,0.00007866568,0.0001016294,0.001877532],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4859827,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1424922989821515,"score_gpt":0.4055906880150609,"score_spread":0.2630983890329094,"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."}}