{"id":"W4283733160","doi":"10.1016/s0140-6736(22)00887-x","title":"Improvement in trauma care for road traffic injuries: an assessment of the effect on mortality in low-income and middle-income countries","year":2022,"lang":"en","type":"review","venue":"The Lancet","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Apotex (Canada)","funders":"","keywords":"Psychological intervention; Medicine; Injury prevention; Poison control; Low and middle income countries; Suicide prevention; Occupational safety and health; Environmental health; Emergency medical services; MEDLINE; Medical emergency; Emergency medicine; Human factors and ergonomics; Developing country; Psychiatry","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":[0.007280702,0.001245334,0.006271789,0.003845827,0.0002712462,0.001984206,0.001430346,0.001484372,0.004673067],"category_scores_gemma":[0.01478255,0.0006461894,0.006338693,0.006907399,0.0008171308,0.001407769,0.001614582,0.002061021,0.0002807463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002989099,"about_ca_system_score_gemma":0.004795654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012541,"about_ca_topic_score_gemma":0.02698608,"domain_scores_codex":[0.9968398,0.001177822,0.0007630322,0.0003225955,0.0006795603,0.0002171506],"domain_scores_gemma":[0.9898316,0.007792257,0.001416277,0.0001313414,0.0006072248,0.0002212174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001321221,0.00008282633,0.002564652,0.6453304,0.02569433,0.000117676,0.00023091,0.0005576507,0.0002514438,0.001315371,0.006554489,0.315979],"study_design_scores_gemma":[0.002927761,0.001757764,0.06156763,0.6458061,0.16466,0.0006117125,0.001388653,0.0003933687,0.0005294674,0.002268666,0.1179694,0.000119389],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005528839,0.9988505,0.00001522839,0.0002533485,0.00009399909,0.00001070564,0.0001065409,0.000001714504,0.0001150916],"genre_scores_gemma":[0.008058663,0.9913868,0.0001070028,0.0002784135,0.00006397822,0.00001764741,0.00005457915,0.000001496925,0.00003143128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.012541,"threshold_uncertainty_score":0.03850454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05683570541747032,"score_gpt":0.3994136651651224,"score_spread":0.3425779597476521,"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."}}