{"id":"W1972540006","doi":"10.1136/injuryprev-2013-040855","title":"Can legislation aimed at preventing sports-related concussions in youth succeed?","year":2013,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Neurotrauma Foundation","keywords":"Legislation; Poison control; Suicide prevention; Injury prevention; Occupational safety and health; Youth sports; Human factors and ergonomics; Forensic engineering; Engineering; Sports injury; Medical emergency; Computer security; Psychology; Aeronautics; Medicine; Political science; Physical therapy; Computer science; Athletes; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01913007,0.0007562652,0.001043948,0.003819502,0.003094066,0.00700925,0.003526546,0.01800214,0.01693718],"category_scores_gemma":[0.07558799,0.0006318456,0.002305436,0.002240493,0.003182815,0.005030435,0.006160546,0.00770469,0.004862184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003960306,"about_ca_system_score_gemma":0.05177759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07386048,"about_ca_topic_score_gemma":0.1165528,"domain_scores_codex":[0.983034,0.005523067,0.00118897,0.0008447762,0.004242233,0.005166934],"domain_scores_gemma":[0.9504604,0.01355459,0.00586749,0.001633162,0.0109183,0.01756614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005100691,0.004627487,0.1486346,0.004216273,0.0006170223,0.0008109956,0.005343789,0.0007985567,0.002325655,0.04879747,0.5212072,0.2621109],"study_design_scores_gemma":[0.001034099,0.00210144,0.4546499,0.01961287,0.000843212,0.0004909183,0.01074098,0.001037488,0.002273098,0.01639637,0.4905355,0.0002840744],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0414079,0.01203786,0.001879393,0.8656269,0.01348921,0.0008074012,0.001115318,0.0005662944,0.06306967],"genre_scores_gemma":[0.3943969,0.02372572,0.01311036,0.5226464,0.01060239,0.002310378,0.001293044,0.0002879325,0.03162694],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07386048,"threshold_uncertainty_score":0.1468611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434910857283293,"score_gpt":0.3339379350123563,"score_spread":0.290446849284027,"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."}}