{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004573312,0.0007153075,0.007577439,0.0002909244,0.00008767824,0.000002883646,0.0005797135,0.0002049521,0.00034172],"category_scores_gemma":[0.009530712,0.0004009698,0.00122934,0.001589528,0.000619066,0.00008951187,0.0001591175,0.001517202,0.000002902935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563881,"about_ca_system_score_gemma":0.00138119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001330279,"about_ca_topic_score_gemma":0.0001611796,"domain_scores_codex":[0.9878871,0.001248337,0.008406525,0.0005863357,0.001161245,0.0007104297],"domain_scores_gemma":[0.9926144,0.0007589692,0.004549934,0.0006831038,0.0007555815,0.0006380396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002015043,0.0002411967,0.006009652,0.2323711,0.001398985,0.0001416954,0.001975195,1.724496e-7,0.000006471483,0.00005231557,0.05954659,0.6980551],"study_design_scores_gemma":[0.0008813741,0.001330942,0.004847851,0.3913689,0.002487364,0.00004654376,0.0003301117,3.239487e-7,3.386769e-7,0.0000314133,0.5984064,0.0002684456],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001585755,0.9872856,0.0000120682,0.006454221,0.002398408,0.001784207,0.00005168427,0.00001341905,0.001841821],"genre_scores_gemma":[0.001076852,0.9970831,0.00009871509,0.0001011274,0.001405263,0.00005899909,0.000008702211,0.00006419721,0.0001030736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6977867,"threshold_uncertainty_score":0.9998442,"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."}}