{"id":"W3017335954","doi":"10.1213/ane.0000000000004794","title":"Retention and Migration of Rwandan Anesthesiologists: A Qualitative Study","year":2020,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Global Health and Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; Dalhousie University; Hospital for Sick Children","funders":"","keywords":"Thematic analysis; Medicine; Salary; Qualitative research; Health care; Nursing; Medical education; Family medicine; Political science; Sociology","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":[0.00919468,0.0005119123,0.0008309045,0.001687319,0.008633511,0.002950725,0.001797216,0.001487899,0.002954926],"category_scores_gemma":[0.01335482,0.0008117959,0.000403231,0.001732593,0.006038683,0.0037611,0.003616481,0.002672993,0.0004487374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00438359,"about_ca_system_score_gemma":0.005580116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262167,"about_ca_topic_score_gemma":0.01818831,"domain_scores_codex":[0.9937617,0.004014798,0.0002192304,0.0002885525,0.0003691765,0.001346468],"domain_scores_gemma":[0.9902479,0.006522712,0.001006332,0.0002282829,0.0009134721,0.001081272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001994322,0.00004952908,0.003579418,0.0001552844,0.000002988721,0.000773924,0.9913563,0.00002279851,0.0005470222,0.0003820026,0.0003174597,0.00279341],"study_design_scores_gemma":[0.000001799272,0.00004916421,0.001764414,0.0001613132,0.000002268944,0.0001650426,0.9952409,0.00003101455,0.00008566071,0.00004571961,0.002446408,0.000006298615],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951207,0.0007177082,0.0006505917,0.001391854,0.00004438755,0.0001499812,0.00006571056,0.000008002446,0.00185101],"genre_scores_gemma":[0.9952743,0.001453949,0.0005885677,0.0005712454,0.00002057942,0.0002681291,0.00004642734,0.00001431435,0.001762498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262167,"threshold_uncertainty_score":0.04862672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04530066255829907,"score_gpt":0.3351300296406998,"score_spread":0.2898293670824008,"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."}}