{"id":"W3021876483","doi":"10.1097/bot.0000000000000111","title":"Status of Road Safety and Injury Burden","year":2014,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Traffic and Road Safety","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"China; Injury prevention; Poison control; Medicine; Occupational safety and health; Population; Environmental health; Suicide prevention; Human factors and ergonomics; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001387737,0.0008815659,0.0008758382,0.00516818,0.001166587,0.002156879,0.001545857,0.001235393,0.01770067],"category_scores_gemma":[0.003677662,0.0003112048,0.0007169279,0.004491665,0.000719314,0.003098408,0.001747196,0.001638916,0.002493095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002826174,"about_ca_system_score_gemma":0.004761114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04630988,"about_ca_topic_score_gemma":0.03044083,"domain_scores_codex":[0.9987838,0.0001663374,0.0001326329,0.0002389117,0.0004481089,0.0002301435],"domain_scores_gemma":[0.9958163,0.0002408709,0.0007006297,0.0001033267,0.002351445,0.0007875101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001876481,0.0003052888,0.2911272,0.003806572,0.0003198864,0.0004057702,0.0007697947,0.0007865662,0.0003275194,0.01101036,0.1650079,0.5259454],"study_design_scores_gemma":[0.00003302112,0.0003050236,0.7150278,0.008706647,0.0003536212,0.001268926,0.00384485,0.00249642,0.0002349208,0.007640623,0.2599559,0.0001322984],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2143058,0.5382553,0.002625577,0.09108377,0.00805748,0.0003262781,0.04725646,0.0006132052,0.09747619],"genre_scores_gemma":[0.5644218,0.3799782,0.001191186,0.006595782,0.005722646,0.0002410979,0.03045254,0.00007106004,0.0113256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04630988,"threshold_uncertainty_score":0.09208065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00711340538949095,"score_gpt":0.2190893338716092,"score_spread":0.2119759284821183,"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."}}