{"id":"W2121015183","doi":"10.1093/aje/kwq039","title":"Helmet Use and Risk of Neck Injury in Skiers and Snowboarders","year":2010,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research; Department of Epidemiology, Biostatistics and Occupational Health, McGill University; Alberta Children's Hospital Foundation; Fondation pour la Recherche Médicale; Children's Hospital Foundation; Faculty of Medicine, McGill University; McGill University; Université Laval","keywords":"Medicine; Injury prevention; Neck injury; Poison control; Human factors and ergonomics; Suicide prevention; Occupational safety and health; Physical medicine and rehabilitation; Medical emergency; Pathology","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":[0.001624284,0.00009278661,0.0007790526,0.0001892437,0.00001733737,0.000002057405,0.00005590563,0.00005563756,0.00003345795],"category_scores_gemma":[0.002146197,0.00006626589,0.00006532924,0.0001079933,0.0009233829,0.00009969597,0.00002900836,0.0005878552,3.264925e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009040749,"about_ca_system_score_gemma":0.00005008137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008066213,"about_ca_topic_score_gemma":0.0000716518,"domain_scores_codex":[0.9988529,0.0001380701,0.0006566478,0.0001118635,0.0000525797,0.0001879182],"domain_scores_gemma":[0.9982027,0.0005988566,0.0008142553,0.00014417,0.00007724405,0.0001627792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000560193,0.00002215928,0.9410127,0.00001247414,0.00006428205,0.00001346797,0.0002714783,0.000004735909,0.0002633353,0.0001265305,0.0008936833,0.05675491],"study_design_scores_gemma":[0.000577477,0.00215751,0.9807268,0.00006827983,0.00007117432,0.0004621184,0.0003808649,0.0001079137,0.00008362258,0.0003008279,0.01499973,0.00006361541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978545,0.0002713601,0.0001026385,0.001428586,0.0002002502,0.00004656144,0.00000614261,0.000002079151,0.00008788596],"genre_scores_gemma":[0.9796191,0.004562811,0.01469565,0.0009857203,0.000106445,5.415533e-7,7.292269e-7,0.000007659039,0.00002128074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05669129,"threshold_uncertainty_score":0.3402243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476822440850651,"score_gpt":0.3150145474450685,"score_spread":0.300246323036562,"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."}}