{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005010106,0.001287834,0.001034389,0.001673799,0.005003576,0.007229981,0.002046374,0.01435292,0.3991336],"category_scores_gemma":[0.02347389,0.0006433664,0.00160576,0.0009477979,0.001487109,0.005924297,0.004182228,0.01548426,0.2182224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004461409,"about_ca_system_score_gemma":0.00694764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003230784,"about_ca_topic_score_gemma":0.007772674,"domain_scores_codex":[0.9978172,0.000416961,0.0001646641,0.0003237357,0.0009100267,0.0003674769],"domain_scores_gemma":[0.9838409,0.002887528,0.0005661712,0.000493695,0.005265864,0.006945861],"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":[0.000006989018,0.00001036379,0.00003107918,0.00002233005,0.000001033731,0.00001353999,0.000007169238,0.000002738004,0.00001066569,0.0001000535,0.9976145,0.002179642],"study_design_scores_gemma":[0.00002168905,0.00001530612,0.0003413577,0.0001480238,0.000002918416,0.00002131284,0.0000779091,0.00001086954,0.00002867535,0.0003401045,0.9989858,0.000006112716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"dataset","genre_scores_codex":[0.000392789,0.003009159,0.0002234759,0.6316115,0.2771427,0.0003438634,0.002798783,0.0003703382,0.0841074],"genre_scores_gemma":[0.003321046,0.007576426,0.0004124838,0.4514312,0.1722272,0.0008934084,0.00332977,0.0004306351,0.3603778],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3991336,"threshold_uncertainty_score":0.857063,"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."}}