{"id":"W228100162","doi":"","title":"Dispatches: South African brain drain costing $5 billion — and counting","year":2002,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brain drain; Emigration; Government (linguistics); Recession; Liberian dollar; Health care; Medicine; Political science; Economic growth; Business; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009728544,0.0006068083,0.0002431862,0.001262573,0.002478286,0.00283182,0.0006876185,0.001855304,0.05255625],"category_scores_gemma":[0.005416093,0.0002683943,0.0004089281,0.001974373,0.0006970097,0.003208134,0.003012005,0.002475893,0.007620211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002711404,"about_ca_system_score_gemma":0.006783076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03668412,"about_ca_topic_score_gemma":0.05052979,"domain_scores_codex":[0.9992403,0.0002002688,0.0000506738,0.00003861551,0.0002254897,0.0002447015],"domain_scores_gemma":[0.9980013,0.0003092473,0.0003088355,0.00006935694,0.00039671,0.0009145081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000981558,0.00004140452,0.007001636,0.0005941775,0.00003163799,0.0004360858,0.0008647809,0.00008875819,0.0002716255,0.002465597,0.8640827,0.1240235],"study_design_scores_gemma":[0.0000275477,0.00006704917,0.03154839,0.001013643,0.0000258454,0.0005414969,0.008214645,0.0001132286,0.0001577835,0.001155321,0.9571115,0.00002350787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1010947,0.04678651,0.000576238,0.7136739,0.02050242,0.0002542182,0.007683835,0.0004185734,0.1090095],"genre_scores_gemma":[0.4340345,0.1209674,0.003353266,0.162698,0.01060279,0.0005125721,0.009324783,0.0004059569,0.2581007],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05255625,"threshold_uncertainty_score":0.1758181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02833142250441995,"score_gpt":0.3340887844850212,"score_spread":0.3057573619806012,"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."}}