{"id":"W2141536349","doi":"10.1007/bf03403834","title":"Safe Cycling: How Do Risk Perceptions Compare With Observed Risk?","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"Occupational Cancer Research Centre; Cancer Care Ontario; University of British Columbia; Public Health Ontario; University Health Network; University of Toronto; St. Michael's Hospital; Simon Fraser University","funders":"Institute of Musculoskeletal Health and Arthritis; Canadian Institutes of Health Research; Michael Smith Health Research BC; Ontario Neurotrauma Foundation; Institute of Nutrition, Metabolism and Diabetes; Heart and Stroke Foundation of Canada","keywords":"Cycling; Risk perception; Confidence interval; Injury prevention; Occupational safety and health; Medicine; Poison control; Human factors and ergonomics; Risk assessment; Suicide prevention; Emergency department; Demography; Perception; Psychology; Environmental health; Geography; Nursing; Computer security; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.007961649,0.0003223259,0.000768688,0.001940889,0.000955345,0.004547884,0.00138052,0.002273479,0.002144201],"category_scores_gemma":[0.06579465,0.0004388341,0.001359918,0.001858673,0.001530689,0.002429161,0.001323503,0.001595717,0.000363453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319097,"about_ca_system_score_gemma":0.001077621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02805956,"about_ca_topic_score_gemma":0.03111012,"domain_scores_codex":[0.9934721,0.002567814,0.0005618507,0.0009498766,0.001969474,0.0004789128],"domain_scores_gemma":[0.9673497,0.0193521,0.006942624,0.001058444,0.003533058,0.00176405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002914482,0.0002679591,0.9854205,0.00009519867,0.0005415712,0.00004788451,0.003308917,0.000180959,0.00008302512,0.0002739041,0.0004079996,0.009080604],"study_design_scores_gemma":[0.00001792252,0.0001413752,0.992493,0.00009881332,0.0001443962,0.00004886746,0.005094742,0.0006830537,0.00006268791,0.0006336356,0.0005444431,0.00003706839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991547,0.001168896,0.0005194957,0.001220466,0.000134974,0.00004009854,0.0002856318,0.0000116227,0.005071801],"genre_scores_gemma":[0.999122,0.0002187665,0.0001405203,0.0001345959,0.000031873,0.00001588946,0.0001510067,0.000006032443,0.0001792763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02805956,"threshold_uncertainty_score":0.05579245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494867662549133,"score_gpt":0.3549782827864846,"score_spread":0.2054915165315713,"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."}}