{"id":"W3090339897","doi":"10.1016/j.afjem.2020.08.005","title":"Guidance we can trust? The status and quality of prehospital clinical guidance in sub-Saharan Africa: A scoping review","year":2020,"lang":"en","type":"review","venue":"African Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Universiteit Stellenbosch","keywords":"Medicine; CLARITY; Rigour; Guideline; Presentation (obstetrics); Quality (philosophy); Medical emergency; Scopus; Grey literature; Data extraction; MEDLINE; Medical education; Pathology","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":[0.0928279,0.001461845,0.00593969,0.03122214,0.002118972,0.01352933,0.003711697,0.00464139,0.002879629],"category_scores_gemma":[0.4161332,0.002118637,0.003780656,0.03106776,0.004640663,0.01329047,0.006299249,0.003511794,0.000491773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01135711,"about_ca_system_score_gemma":0.06057911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0208969,"about_ca_topic_score_gemma":0.02606437,"domain_scores_codex":[0.8971012,0.05137046,0.03281605,0.003850993,0.01266422,0.002197155],"domain_scores_gemma":[0.550773,0.343067,0.05521411,0.005271741,0.0433468,0.002327378],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001390277,0.00003410041,0.004099485,0.6970663,0.002383941,0.0003204888,0.007392135,0.0003579576,0.0001706144,0.00497303,0.01158433,0.2714786],"study_design_scores_gemma":[0.00002356222,0.00003533142,0.001974231,0.9555385,0.002121962,0.0001930552,0.003257925,0.00007758646,0.00008588317,0.001329564,0.03532836,0.00003416659],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001314414,0.9882607,0.0004217847,0.008122472,0.000411873,0.0002721055,0.0002748988,0.00001217971,0.0009094681],"genre_scores_gemma":[0.02494248,0.9689447,0.002377739,0.002288728,0.0002357327,0.0007535964,0.0003367158,0.00001612178,0.0001042442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9071721,"threshold_uncertainty_score":0.4909267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2512498707212647,"score_gpt":0.4733702059585513,"score_spread":0.2221203352372866,"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."}}