{"id":"W2165285945","doi":"10.1136/bjsports-2012-091374","title":"Is ski helmet legislation more effective than education?","year":2012,"lang":"en","type":"editorial","venue":"British Journal of Sports Medicine","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Injury prevention; Occupational safety and health; Poison control; Suicide prevention; Medicine; Human factors and ergonomics; Nova scotia; Medical emergency; Environmental health; Geography; Political science; Law","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00154402,0.0004312401,0.001536787,0.0004932741,0.0001232424,0.00004628341,0.0002612613,0.0006779358,0.001910824],"category_scores_gemma":[0.0006149266,0.000385884,0.000367459,0.0002948201,0.0002924452,0.0003657791,0.00004707596,0.002000887,0.00000998137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746019,"about_ca_system_score_gemma":0.001300589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004375433,"about_ca_topic_score_gemma":0.000005083429,"domain_scores_codex":[0.995372,0.00003368797,0.001496132,0.0003361015,0.002325122,0.0004369615],"domain_scores_gemma":[0.9949223,0.0001492249,0.002028574,0.000399586,0.001952045,0.000548306],"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":[0.0002621379,0.0001781916,0.003967752,0.0003419348,0.0001778065,0.0005478188,0.0006849679,2.323185e-7,0.000003101643,0.000002748626,0.7203309,0.2735024],"study_design_scores_gemma":[0.00175382,0.0005284236,0.1170116,0.02673346,0.001081854,0.004880953,0.0003166521,0.000001046278,0.00002403472,0.00005968718,0.8473394,0.0002690339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01508136,0.07391278,0.00005162768,0.001784883,0.9033569,0.0006678215,0.0000801153,0.00003033899,0.005034201],"genre_scores_gemma":[0.03716279,0.02015836,0.000269444,0.0007445576,0.9283324,0.00001546701,0.0005392844,0.0001039109,0.0126738],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2732334,"threshold_uncertainty_score":0.9998593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005794812079832057,"score_gpt":0.2979956954953039,"score_spread":0.2922008834154718,"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."}}