{"id":"W4220803764","doi":"10.1177/00469580221083276","title":"Unhelmeted Injured Cyclists in a Canadian Emergency Department: Cycling Behavior and Attitudes Towards Helmet Use","year":2022,"lang":"en","type":"article","venue":"INQUIRY The Journal of Health Care Organization Provision and Financing","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; London Health Sciences Centre; University Health Network","funders":"","keywords":"Cycling; Emergency department; Medicine; Demographics; Injury prevention; Occupational safety and health; Poison control; Suicide prevention; Emergency medicine; Medical emergency; Physical therapy; Demography; Psychiatry; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003180011,0.0003264756,0.0002320125,0.001235594,0.001720903,0.0008839858,0.0007222057,0.0005070964,0.003154184],"category_scores_gemma":[0.001248493,0.0002684811,0.000232464,0.001507431,0.0005834856,0.0004303792,0.0005792793,0.0005526778,0.0003993539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003991398,"about_ca_system_score_gemma":0.005574049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8219824,"about_ca_topic_score_gemma":0.9068742,"domain_scores_codex":[0.9995215,0.00002787141,0.00003248562,0.00005703525,0.0001519851,0.0002090001],"domain_scores_gemma":[0.9991886,0.0000342825,0.0002683529,0.00001435159,0.0002612346,0.0002331408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001380047,0.00004919788,0.9971636,0.00001611415,0.000005969512,0.0001534659,0.001064548,0.0000133557,0.0001254756,0.000006406771,0.0001973106,0.001190767],"study_design_scores_gemma":[0.000001223009,0.00004731308,0.9949623,0.00001978963,0.000004672061,0.0001561785,0.004458567,0.00004416234,0.00003050514,0.00000392544,0.0002668427,0.000004379779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984975,0.0000942111,0.0000163592,0.00008791259,0.000003315683,0.000030932,0.0003525043,0.000002085861,0.0009152102],"genre_scores_gemma":[0.9988174,0.000188934,0.00006156023,0.00009071275,0.000005054159,0.00001547862,0.0003919095,0.000001159679,0.0004279432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1780176,"threshold_uncertainty_score":0.3581319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03343348949370836,"score_gpt":0.353745638826658,"score_spread":0.3203121493329497,"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."}}