{"id":"W2056954837","doi":"10.1111/j.1365-3156.2009.02268.x","title":"Recasting the role of the surgeon in Uganda: a proposal to maximize the impact of surgery on public health","year":2009,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Incentive; Workforce; Health care; Context (archaeology); Population; Public health; Health policy; Isolation (microbiology); Developing country; Public relations; Nursing; Political science; Economic growth; Environmental health; Law","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":[0.03429539,0.001764591,0.001299877,0.003309004,0.01082151,0.01825781,0.004847696,0.02555523,0.0069518],"category_scores_gemma":[0.04573466,0.001287012,0.001735641,0.001687866,0.02495323,0.02224328,0.0218602,0.02110078,0.003118856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007976226,"about_ca_system_score_gemma":0.05882538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008891637,"about_ca_topic_score_gemma":0.01779925,"domain_scores_codex":[0.9700043,0.01620712,0.001496054,0.001512655,0.003376406,0.007403418],"domain_scores_gemma":[0.9704955,0.006779949,0.002613885,0.001739941,0.005650601,0.01272009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005098048,0.0009581657,0.008061032,0.002191791,0.00009926231,0.002882001,0.03165011,0.003586377,0.002519404,0.514568,0.2460314,0.1869427],"study_design_scores_gemma":[0.0003159615,0.000845998,0.005636978,0.002257685,0.00009668417,0.001995,0.03145726,0.002158022,0.00116166,0.1692026,0.7844537,0.00041846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00981186,0.00549912,0.006723461,0.9510807,0.008351617,0.0001773304,0.00001795314,0.00009706106,0.01824091],"genre_scores_gemma":[0.3446324,0.01534028,0.05685631,0.5087379,0.01627798,0.001333727,0.00006900963,0.0001908101,0.05656162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03429539,"threshold_uncertainty_score":0.1813735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06137236489352721,"score_gpt":0.3791171060801771,"score_spread":0.3177447411866499,"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."}}