{"id":"W4214665069","doi":"10.1007/s00268-022-06481-5","title":"Prehospital Airway Management for Trauma Patients by First Responders in Six Sub‐Saharan African Countries and Five Other Low‐ and Middle‐Income Countries: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Emergency medical services; First responder; Scopus; Prehospital Emergency Care; Inclusion (mineral); MEDLINE; Intervention (counseling); Emergency medicine; Medical emergency; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007847713,0.001079373,0.003644326,0.01452516,0.001058238,0.003368414,0.001383135,0.002198711,0.003110042],"category_scores_gemma":[0.0301025,0.001066862,0.004831581,0.01444528,0.0008032462,0.002315008,0.001793983,0.0008794939,0.0003074856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718637,"about_ca_system_score_gemma":0.01070129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008717456,"about_ca_topic_score_gemma":0.02269401,"domain_scores_codex":[0.9936511,0.001358851,0.003518256,0.0003472369,0.0009043288,0.0002202038],"domain_scores_gemma":[0.982706,0.01160259,0.003521577,0.0002337415,0.001716147,0.0002200186],"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":[0.0003048804,0.00008067878,0.003881791,0.9012258,0.005137035,0.0004004292,0.001670478,0.0001228074,0.000261735,0.0002172858,0.00137404,0.08532294],"study_design_scores_gemma":[0.0001493667,0.0004745003,0.01409666,0.9352408,0.02833812,0.0008943968,0.003017965,0.00007174556,0.0002805972,0.0001270854,0.01726742,0.00004127181],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01043665,0.9867443,0.000146797,0.0003171693,0.00008660721,0.0009134163,0.0006007642,0.000007473013,0.000746913],"genre_scores_gemma":[0.03405935,0.9634022,0.0008153499,0.0003150708,0.0000552788,0.0008498309,0.0003879346,0.000005098253,0.0001098036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01452516,"threshold_uncertainty_score":0.04150313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490551905118578,"score_gpt":0.3073972015314845,"score_spread":0.2624916824802987,"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."}}