{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006522558,0.0001262778,0.0004593408,0.0003467703,0.0004817367,0.00002992874,0.0001155835,0.0001046922,0.0007476231],"category_scores_gemma":[0.001577736,0.0000951321,0.0001339876,0.0002365175,0.0001302469,0.000338566,0.000004514593,0.0009487676,0.00002938383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005218734,"about_ca_system_score_gemma":0.004558675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009686136,"about_ca_topic_score_gemma":0.04211587,"domain_scores_codex":[0.9973381,0.00114464,0.0004675032,0.0001069691,0.0001509931,0.0007917847],"domain_scores_gemma":[0.9950528,0.0001694144,0.0007217238,0.0002197668,0.0003105083,0.00352575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002015375,0.00003569124,0.962248,0.00002826548,0.00009424819,0.00001055376,0.001402897,0.000005645844,0.00000164294,0.0005122522,0.02212814,0.01351246],"study_design_scores_gemma":[0.0006575497,0.0004319087,0.8848734,0.0001019207,0.00007190469,0.000493978,0.001813946,0.00001969427,7.14902e-7,0.0001025467,0.1113529,0.0000794753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498672,0.002516624,0.004877964,0.04107464,0.0005719084,0.0001940826,0.00007319162,0.000009639294,0.0008147535],"genre_scores_gemma":[0.9924026,0.0003904346,0.004098097,0.001867838,0.0008287611,0.000002386071,0.00003738958,0.0000163694,0.0003560966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0892248,"threshold_uncertainty_score":0.9969084,"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."}}