{"id":"W2986956875","doi":"10.1002/bjs5.50222","title":"Epidemiology of paediatric injuries in Rwanda using a prospective trauma registry","year":2019,"lang":"en","type":"article","venue":"BJS Open","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"National Institute of Allergy and Infectious Diseases; Fogarty International Center; National Institutes of Health; Vanderbilt University","keywords":"Medicine; Epidemiology; Demographics; Incidence (geometry); Mortality rate; Blunt; Prospective cohort study; Injury prevention; Emergency medicine; Odds ratio; Pediatrics; Occupational safety and health; Poison control; Demography; Surgery; Internal medicine","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":[0.0004150261,0.0001008638,0.0005740813,0.00008735737,0.00002590581,0.000001636511,0.0001410462,0.00007510056,0.0001458584],"category_scores_gemma":[0.0003712205,0.00008084843,0.00006843913,0.0002559595,0.00007720328,0.00008274968,0.0001442077,0.0001357401,0.00001902343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005972518,"about_ca_system_score_gemma":0.0001023273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484031,"about_ca_topic_score_gemma":0.0002462892,"domain_scores_codex":[0.999067,0.00006509654,0.0003544308,0.0002329031,0.00007866776,0.0002018969],"domain_scores_gemma":[0.9994209,0.0001073007,0.0001165691,0.0002432554,0.00007387361,0.0000381132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002854783,0.00006171429,0.9944563,0.0001096817,0.00004759803,0.00000519456,0.0009134031,0.00001041155,0.000153306,0.0007079467,0.0004598599,0.002789136],"study_design_scores_gemma":[0.001281379,0.0002552941,0.9945509,0.0001045942,0.00003980653,0.000008614185,0.001254161,0.00002422917,0.0006092447,0.001012769,0.00077365,0.00008534254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651883,0.001840687,0.00001081021,0.0003156888,0.0002107556,0.0007704463,0.00001051425,0.00001053605,0.03164224],"genre_scores_gemma":[0.9978895,0.00007342672,0.001085351,0.0000931682,0.00007435043,0.00002354591,0.000004399747,0.00001106822,0.0007452591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03270111,"threshold_uncertainty_score":0.3296904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06516022556928568,"score_gpt":0.3770707726223876,"score_spread":0.3119105470531019,"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."}}