{"id":"W4415533650","doi":"10.1016/j.epidem.2025.100864","title":"The bridge between two worlds: Global South researchers' journeys through Global North academic training and beyond","year":2025,"lang":"en","type":"article","venue":"Epidemics","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health -Singapore; International Development Research Centre","keywords":"Global South; Agency (philosophy); Global health; Infectious disease (medical specialty); Capacity building; Sierra leone; Epidemiology; Globalization; Global Leadership","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02461779,0.0007287279,0.000886116,0.001476247,0.03679974,0.0216465,0.00213717,0.004972868,0.009511469],"category_scores_gemma":[0.01478972,0.0007118786,0.0007100056,0.001715455,0.03041005,0.01975747,0.03598597,0.01158859,0.001193258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008835383,"about_ca_system_score_gemma":0.02501631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053357,"about_ca_topic_score_gemma":0.02688763,"domain_scores_codex":[0.9795933,0.01487632,0.0003097749,0.0008456366,0.0009288326,0.003446141],"domain_scores_gemma":[0.9821722,0.006600144,0.0009506714,0.0009381846,0.001384092,0.007954688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001687029,0.00003297009,0.001865441,0.00009593869,0.000004720237,0.0005317811,0.9714388,0.00003620783,0.0002119131,0.01680602,0.003437194,0.00552217],"study_design_scores_gemma":[0.000002445358,0.00002211597,0.0004305634,0.0001740611,0.00000341837,0.0001462764,0.9557121,0.0000241601,0.00006521274,0.003968472,0.03943937,0.00001183959],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6964322,0.008652594,0.005582139,0.1707178,0.002030134,0.0002211554,0.0001287854,0.0001140624,0.1161211],"genre_scores_gemma":[0.9677412,0.002679962,0.002304554,0.01228689,0.000144095,0.0001598344,0.00004927469,0.00009976304,0.01453446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9632003,"threshold_uncertainty_score":0.1301929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396749760528158,"score_gpt":0.4367569830789329,"score_spread":0.2970820070261171,"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."}}