{"id":"W2266967289","doi":"10.1136/injuryprev-2015-041699","title":"Achieving all-age helmet use compliance for snow sports: strategic use of education, legislation and enforcement","year":2015,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Nova Scotia Department of Health and Wellness; Nova Scotia Health Authority; Dalhousie University","funders":"Dalhousie University; Nova Scotia Department of Health and Wellness","keywords":"Legislation; Enforcement; Nova scotia; Observational study; Poison control; Promotion (chess); Social marketing; Environmental health; Engineering; Business; Medicine; Political science; Geography; Marketing; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002931522,0.000109201,0.0001934926,0.00008773072,0.00003643866,0.00004390726,0.00003788086,0.00005501612,0.00004968266],"category_scores_gemma":[0.00004938872,0.0001026657,0.0000580919,0.0000762068,0.0000411629,0.0006123696,0.00002258253,0.00006685457,0.000001282839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000523353,"about_ca_system_score_gemma":0.000140005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008859792,"about_ca_topic_score_gemma":0.00001656681,"domain_scores_codex":[0.9991142,0.00001636985,0.0003793621,0.0001765127,0.0001857221,0.0001278026],"domain_scores_gemma":[0.9992064,0.00002169528,0.0002437411,0.000224283,0.0002136827,0.00009021057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00663811,0.002499003,0.5580789,0.002618579,0.0005248977,0.00001152807,0.005271391,0.0003447426,0.01222653,0.037445,0.04151844,0.3328228],"study_design_scores_gemma":[0.004518495,0.005386681,0.4596678,0.005234334,0.0008671141,0.00009180053,0.001733102,0.004327393,0.008756083,0.00876029,0.4997828,0.0008741583],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938669,0.000127259,0.003805613,0.0001305869,0.0004316996,0.0007660098,0.00002423522,0.00002551109,0.0008222089],"genre_scores_gemma":[0.9867888,0.00009323028,0.007594609,0.0001651306,0.0001487535,0.00004181207,0.0003178565,0.00001394164,0.004835884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4582643,"threshold_uncertainty_score":0.4186587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798057282471547,"score_gpt":0.3850924876373235,"score_spread":0.2052867593901688,"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."}}