{"id":"W3097717809","doi":"10.1111/pan.14054","title":"Not a “first world problem”—Care of the anesthetist in East and Southern Africa","year":2020,"lang":"en","type":"review","venue":"Pediatric Anesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Workforce; Neglect; Competence (human resources); Health care; Middle East; Psychological resilience; Human resources; Burnout; Economic growth; Business; Medicine; Political science; Psychology; Nursing; Economics","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":[0.001339312,0.0002126873,0.0002452121,0.0009408757,0.001922352,0.002090842,0.0004252649,0.0009121295,0.001127665],"category_scores_gemma":[0.003218818,0.0001662241,0.0001891959,0.001755679,0.001917089,0.001516172,0.001696809,0.001180275,0.00009347658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001540021,"about_ca_system_score_gemma":0.005837342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188361,"about_ca_topic_score_gemma":0.023826,"domain_scores_codex":[0.999079,0.0004340156,0.0001375476,0.00005613075,0.0001145015,0.0001788842],"domain_scores_gemma":[0.9983688,0.0007534878,0.0004705647,0.000016322,0.0001515944,0.0002391682],"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":[0.0001135358,0.0001834218,0.1117014,0.03382502,0.0001820552,0.05167341,0.252541,0.0006891298,0.003029051,0.03231236,0.03091103,0.4828387],"study_design_scores_gemma":[0.00002374373,0.0002535103,0.1588177,0.04657432,0.0001836403,0.03962301,0.4731148,0.0001896889,0.0007542376,0.006838841,0.2735367,0.00008983252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2411744,0.6644695,0.000657393,0.07067566,0.001805308,0.00006392681,0.00009354904,0.00001171992,0.0210485],"genre_scores_gemma":[0.544368,0.4486403,0.000586086,0.005019704,0.0005560016,0.00004232444,0.00004093486,0.00000648275,0.0007401811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01188361,"threshold_uncertainty_score":0.02362889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894054267878455,"score_gpt":0.2577325096527618,"score_spread":0.2287919669739772,"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."}}