{"id":"W4247575973","doi":"10.15200/winn.154928.88267","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":"Chronic traumatic encephalopathy; Concussion; Traumatic brain injury; Medicine; Athletes; Population; Yesterday; Psychology; Physical therapy; Psychiatry; Poison control; Injury prevention; Medical emergency","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":[0.003314528,0.0006741947,0.001061631,0.0005546801,0.0007125459,0.0001071612,0.001021481,0.0005173112,0.0005610185],"category_scores_gemma":[0.001306867,0.0002696331,0.0001598081,0.001224258,0.003318816,0.0005514949,0.001341807,0.001580863,0.00004226409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201249,"about_ca_system_score_gemma":0.001111921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001361462,"about_ca_topic_score_gemma":0.00005470571,"domain_scores_codex":[0.9946874,0.0003844222,0.001148557,0.001048593,0.001847188,0.0008838344],"domain_scores_gemma":[0.9958809,0.000804855,0.0005028024,0.002255215,0.000256661,0.0002995616],"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":[0.00055701,0.0001618135,0.002812965,0.001499182,0.0001282607,0.00003414474,0.008474862,0.000003423463,0.001499577,0.00003951175,0.9810359,0.003753288],"study_design_scores_gemma":[0.005662127,0.003485121,0.03525604,0.008530246,0.001107423,0.001145164,0.02037818,0.0001644661,0.0004935466,0.0004222803,0.9218289,0.001526559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5609652,0.02516371,0.000002970737,0.07846946,0.001905062,0.005820968,0.3271051,0.0001203973,0.0004470613],"genre_scores_gemma":[0.6911749,0.0271953,0.000173447,0.001688432,0.002251861,0.0003899266,0.2335893,0.000504306,0.04303245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1302097,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812387140418083,"score_gpt":0.3018512996271205,"score_spread":0.2837274282229397,"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."}}