{"id":"W6976888594","doi":"10.60692/9rq4c-6t891","title":"Epidemiology of facial fractures: incidence, prevalence and years lived with disability estimates from the Global Burden of Disease 2017 study","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Obesity Network; Institute of Health Economics","funders":"","keywords":"Burden of disease; Epidemiology; Incidence (geometry); Disease burden; Public health; Disease; Health care; Facial trauma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002576217,0.000116768,0.0003582953,0.00001472581,0.00003871235,0.000008186914,0.0001206541,0.0000413424,0.00001306297],"category_scores_gemma":[0.0002704352,0.00006559701,0.00004179336,0.00008929653,0.0001742363,0.0001494971,0.00007349228,0.00006738046,0.00001217157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002512932,"about_ca_system_score_gemma":0.00002594545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001873579,"about_ca_topic_score_gemma":0.00000145026,"domain_scores_codex":[0.9989462,0.00009491229,0.0004957995,0.000137012,0.0002239597,0.0001020851],"domain_scores_gemma":[0.999151,0.00005936832,0.0003281399,0.0002735945,0.00007560417,0.000112294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007873603,0.000006620235,0.9431669,0.000570768,0.00008137113,0.000002736928,0.05497973,0.000187729,7.966795e-8,0.00001607276,0.000009753628,0.0001908581],"study_design_scores_gemma":[0.0008721634,0.0002715013,0.9793785,0.0001831397,0.0002190223,0.000001220673,0.01791011,0.001083604,0.000003937609,0.000004354734,0.00001497552,0.00005748878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963424,0.00002848292,0.001937528,0.0003133779,0.00004032462,0.0009694373,0.0002255594,0.00003060366,0.0001122535],"genre_scores_gemma":[0.9994884,4.470754e-7,0.0001938205,0.0002246961,0.00005194216,0.00002164144,0.00001507385,0.000002612258,0.000001423243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03706962,"threshold_uncertainty_score":0.2674969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05722160651430466,"score_gpt":0.2925282856340567,"score_spread":0.235306679119752,"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."}}