{"id":"W2953965681","doi":"10.1186/s13643-019-1075-8","title":"Assessing trauma care health systems in low- and middle-income countries, a protocol for a systematic literature review and narrative synthesis","year":2019,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Royal College of Surgeons of England","keywords":"Medicine; Low and middle income countries; Protocol (science); Health care; Systematic review; Narrative; Narrative review; MEDLINE; Alternative medicine; Family medicine; Nursing; Developing country; Intensive care medicine; Pathology; Economic growth","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.199239,0.006751768,0.01561571,0.02436188,0.006181939,0.01093343,0.008036752,0.01048181,0.03796855],"category_scores_gemma":[0.2247691,0.006485525,0.01963052,0.01953719,0.006520417,0.01173927,0.00939007,0.009941279,0.00750778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01852595,"about_ca_system_score_gemma":0.1153328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007235281,"about_ca_topic_score_gemma":0.01558119,"domain_scores_codex":[0.867434,0.06798767,0.04349168,0.006582784,0.01143136,0.003072488],"domain_scores_gemma":[0.8424042,0.07934994,0.02330398,0.01552066,0.03504015,0.004380992],"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":[0.002085472,0.0002877632,0.0006069904,0.9059157,0.00192688,0.00118634,0.007071286,0.001397952,0.001293562,0.00896128,0.02766795,0.04159882],"study_design_scores_gemma":[0.008069871,0.001196522,0.002400423,0.7471028,0.006476079,0.0007622133,0.005831574,0.001420313,0.001793839,0.0199954,0.2044276,0.0005233128],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003811805,0.003491383,0.003727587,0.0008316748,0.0003930302,0.9877368,0.002826897,0.0000976896,0.0005137289],"genre_scores_gemma":[0.0002990193,0.001559475,0.008547278,0.0002033615,0.00002149902,0.9888638,0.0003130171,0.000007627443,0.0001848826],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.199239,"threshold_uncertainty_score":0.9874809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06097556745535576,"score_gpt":0.393281108553666,"score_spread":0.3323055410983102,"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."}}