{"id":"W2172137636","doi":"10.1111/jlme.12149","title":"Youth Sports & Public Health: Framing Risks of Mild Traumatic Brain Injury in American Football and Ice Hockey","year":2014,"lang":"en","type":"article","venue":"The Journal of Law Medicine & Ethics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Academy of Clinical Neuropsychology","keywords":"Framing (construction); American football; Traumatic brain injury; Football; Injury prevention; Suicide prevention; Situated; Psychological intervention; Occupational safety and health; Poison control; Ice hockey; Human factors and ergonomics; Psychology; Concussion; Medicine; Medical emergency; Political science; Physical medicine and rehabilitation; Psychiatry; Engineering; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00476578,0.0002637896,0.0001186658,0.001708831,0.003830473,0.003816011,0.0006263754,0.001616446,0.003104925],"category_scores_gemma":[0.01329934,0.000217792,0.0002251667,0.001084281,0.005157758,0.002074776,0.003077132,0.00200329,0.0001485937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008528559,"about_ca_system_score_gemma":0.01020745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2081806,"about_ca_topic_score_gemma":0.2929601,"domain_scores_codex":[0.9966056,0.002533303,0.00008455556,0.000116658,0.0002903349,0.000369457],"domain_scores_gemma":[0.9930801,0.003666382,0.001410994,0.0001360517,0.000789938,0.0009165164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000892113,0.0005764277,0.6337907,0.0002047037,0.00006535228,0.0009280122,0.1922726,0.0005822188,0.000174295,0.08824955,0.01589655,0.06717034],"study_design_scores_gemma":[0.00002183798,0.000131668,0.4404548,0.001248623,0.0001204296,0.0005903225,0.4804947,0.001946652,0.0003349759,0.03581745,0.03877422,0.00006430917],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8434106,0.002161791,0.002003612,0.08898862,0.0001955303,0.00009949809,0.000209454,0.00002174927,0.06290914],"genre_scores_gemma":[0.9962585,0.0007566701,0.0006115232,0.001145186,0.00004994875,0.00003662577,0.00004059829,0.000002574133,0.001098379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2081806,"threshold_uncertainty_score":0.4139378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4880562396939423,"score_gpt":0.495568944372879,"score_spread":0.007512704678936721,"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."}}