{"id":"W3109316028","doi":"10.3389/frsc.2020.599635","title":"Built Environmental Correlates of Cycling Accidents Involving Fatalities and Serious Injuries in London, UK","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"H2020 European Research Council","keywords":"Cycling; Quartile; Psychological intervention; Odds; Poison control; Environmental health; Injury prevention; Occupational safety and health; Human factors and ergonomics; Odds ratio; Recreation; Suicide prevention; Medicine; Transport engineering; Geography; Engineering; Ecology; Confidence interval; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002059249,0.0002368409,0.000185248,0.001150317,0.0003091369,0.0007791978,0.0002935253,0.0002888633,0.005222424],"category_scores_gemma":[0.001333033,0.0001914251,0.0003143612,0.001391397,0.00042225,0.000419114,0.00127071,0.0002522173,0.0003632831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000962329,"about_ca_system_score_gemma":0.0007174183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1175927,"about_ca_topic_score_gemma":0.1770921,"domain_scores_codex":[0.9996592,0.00005654945,0.00007359657,0.00006388147,0.00008595208,0.00006087817],"domain_scores_gemma":[0.9986818,0.0001020498,0.0007741173,0.00004775359,0.0002053935,0.0001888511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002626903,0.000007006387,0.9969855,0.00005299,0.00003427869,0.0001314611,0.000299094,0.0000903448,0.00008509331,0.00003170369,0.0002539143,0.002002435],"study_design_scores_gemma":[7.718291e-7,0.00001343267,0.9991462,0.00002210259,0.000005842968,0.00008846069,0.000423601,0.00003894244,0.00001764723,0.0000137284,0.000226608,0.00000256499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995106,0.0006646295,0.0001043765,0.0001791563,0.000008079,0.00001711029,0.00222618,0.000008247572,0.001686241],"genre_scores_gemma":[0.998694,0.0002373628,0.00004632118,0.00001412308,0.000003618135,0.00001276167,0.0006089933,0.000001533901,0.0003813914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175927,"threshold_uncertainty_score":0.2338165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009477419412660908,"score_gpt":0.241409185647402,"score_spread":0.231931766234741,"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."}}