{"id":"W2912024536","doi":"10.15200/winn.154928.84635","title":"Science Discussion Series: Yesterday was the Super Bowl, and today we are hosting a team of concussion experts. Let’s discuss pediatric, sports-related, military-related, and chronic brain injuries!","year":2019,"lang":"en","type":"dataset","venue":"The Winnower","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brain Injury Research Center; West Virginia University; Centers for Disease Control and Prevention; Dartmouth College; American Academy of Neurology; U.S. Department of Defense","keywords":"Yesterday; Concussion; Aeronautics; Psychology; Applied psychology; Engineering; Operations research; Medical emergency; Medicine; Injury prevention; Poison control; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003331722,0.0006748115,0.001063546,0.0005564866,0.0007090251,0.0001036068,0.001021475,0.0005184355,0.0005658223],"category_scores_gemma":[0.001314745,0.0002698277,0.0001599476,0.001203702,0.00328903,0.0005345105,0.001340495,0.001583663,0.00004335034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258218,"about_ca_system_score_gemma":0.001140592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000139222,"about_ca_topic_score_gemma":0.0000578889,"domain_scores_codex":[0.9946693,0.000384174,0.00115799,0.001049801,0.001853872,0.0008848162],"domain_scores_gemma":[0.9958885,0.0007925662,0.0005035866,0.002257952,0.0002574781,0.0002999254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005402045,0.0001556557,0.002756572,0.001440301,0.0001229152,0.00003245399,0.008463352,0.000003242498,0.001384451,0.00003972072,0.9817815,0.003279678],"study_design_scores_gemma":[0.005541608,0.003389258,0.03428769,0.008387647,0.001071999,0.001133363,0.01984161,0.0001618922,0.0004708254,0.0004103459,0.9238087,0.001495071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.538187,0.0254208,0.000002911971,0.08460987,0.002057767,0.006000383,0.3431322,0.0001246642,0.0004644454],"genre_scores_gemma":[0.6760525,0.02804236,0.000177039,0.001839804,0.002308226,0.0004102443,0.2410677,0.0005245278,0.04957758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378655,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916689474995162,"score_gpt":0.3024771560817096,"score_spread":0.283310261331758,"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."}}