{"id":"W7133091801","doi":"","title":"Lost investment returns from the migration of medical doctors fromMalawi","year":2007,"lang":"en","type":"article","venue":"TSpace","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Investment (military); Medical care; Health care; Rate of return; Developed country; Developing country; Primary care; Investment policy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003570504,0.0003900431,0.0002905091,0.001158161,0.00159424,0.003110138,0.0005313898,0.001291201,0.007063805],"category_scores_gemma":[0.02021083,0.0002398309,0.0005768896,0.001206229,0.001279122,0.001763485,0.002830966,0.001835409,0.001056797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005805369,"about_ca_system_score_gemma":0.003112012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01344579,"about_ca_topic_score_gemma":0.0183196,"domain_scores_codex":[0.9965225,0.001555132,0.0001235048,0.00009579003,0.000623221,0.001079838],"domain_scores_gemma":[0.9935453,0.001779108,0.001932303,0.0002552946,0.001422117,0.001065861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001731348,0.000533053,0.3029144,0.0008826527,0.0006269998,0.004530958,0.009429254,0.0200656,0.002189451,0.1061357,0.07493808,0.4760225],"study_design_scores_gemma":[0.0001727779,0.001589438,0.5778522,0.002353869,0.0004278745,0.005789177,0.03337723,0.01598782,0.004262503,0.04882975,0.309195,0.0001623965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7970841,0.008700147,0.004903897,0.1214619,0.0007236138,0.0001149558,0.001907142,0.00006528456,0.06503898],"genre_scores_gemma":[0.9813322,0.002938591,0.0005785772,0.002762358,0.0002196641,0.00003469229,0.0002802882,0.00001195987,0.01184158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01344579,"threshold_uncertainty_score":0.04212111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06596883633925878,"score_gpt":0.4859361796183669,"score_spread":0.4199673432791082,"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."}}