{"id":"W2618690780","doi":"10.1016/j.jopan.2017.02.001","title":"Education, Practice, and Competency Gaps of Anesthetists in Ethiopia: Task Analysis","year":2017,"lang":"en","type":"article","venue":"Journal of PeriAnesthesia Nursing","topic":"Global Health and Surgery","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitair Medisch Centrum Groningen; Bundesministerium für Gesundheit; Rijksuniversiteit Groningen; United States Agency for International Development","keywords":"Nurse anesthetist; Quarter (Canadian coin); Cross-sectional study; Medicine; Task (project management); Medical education; Family medicine; Psychology; 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":[0.005549872,0.0001890524,0.0002345219,0.001642422,0.0006559676,0.0009058361,0.0004141455,0.0002640938,0.0012432],"category_scores_gemma":[0.01866996,0.0002237651,0.0002367149,0.001072422,0.000393512,0.0007228702,0.001071411,0.0003556745,0.0001739371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425487,"about_ca_system_score_gemma":0.003453051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00661102,"about_ca_topic_score_gemma":0.007716018,"domain_scores_codex":[0.9969284,0.001180948,0.0004715287,0.0001962034,0.0007781642,0.0004447185],"domain_scores_gemma":[0.9824576,0.008693289,0.004649332,0.0004642648,0.00248388,0.00125166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001253773,0.0002010508,0.9635105,0.0002006457,0.0000230272,0.0001515603,0.01323665,0.000224875,0.0004162329,0.0001173889,0.0003392737,0.02145342],"study_design_scores_gemma":[0.000009653758,0.0002921198,0.9537756,0.0001974789,0.00001308641,0.0002264621,0.04257781,0.0008516602,0.0003901468,0.0001391646,0.001511075,0.00001576187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991626,0.00007267737,0.0001291688,0.00007483659,0.000003790951,0.0000257553,0.00008805173,0.00000173575,0.0004414386],"genre_scores_gemma":[0.9992066,0.00009157628,0.0004405738,0.00002717699,0.000002697644,0.00003427668,0.00009110832,0.000001150604,0.0001048203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00661102,"threshold_uncertainty_score":0.02935094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191833628077693,"score_gpt":0.3517280147323747,"score_spread":0.3398096784515978,"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."}}