{"id":"W4387912031","doi":"10.1093/eurpub/ckad160.1107","title":"Funding agencies’ complicity in advancing or impeding equity in and through global health research","year":2023,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Waterloo; Queen's University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Equity (law); Public relations; Health equity; Public economics; Operationalization; Political science; Scrutiny; Business; Public administration; Economics; Law; Health care","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.187206,0.0004439176,0.0006639236,0.00312629,0.01385342,0.02295653,0.001877165,0.00527758,0.003356629],"category_scores_gemma":[0.1847001,0.0007704925,0.00062815,0.004076781,0.03260167,0.01196441,0.01549614,0.006304759,0.0003072383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01971506,"about_ca_system_score_gemma":0.02408001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273318,"about_ca_topic_score_gemma":0.009207795,"domain_scores_codex":[0.7851755,0.1696765,0.009431454,0.005630267,0.01945876,0.01062758],"domain_scores_gemma":[0.7166862,0.2356556,0.02162458,0.008843117,0.0113666,0.0058239],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001291503,0.00004215095,0.01127933,0.0007121549,0.00006225183,0.0008606599,0.6157202,0.0003764667,0.00114029,0.3118765,0.00983274,0.04796825],"study_design_scores_gemma":[0.0000559345,0.00009110645,0.0122947,0.002905941,0.00008348948,0.0006135074,0.5683513,0.0009097427,0.001144419,0.08807231,0.3253453,0.0001323269],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5846965,0.008956103,0.01708304,0.2646201,0.001203962,0.0002828466,0.0001309662,0.000141243,0.1228854],"genre_scores_gemma":[0.9884412,0.001117137,0.001781795,0.006599547,0.0001986774,0.000125771,0.00001491573,0.00003734147,0.001683613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.812794,"threshold_uncertainty_score":0.9900516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5448822940080705,"score_gpt":0.5574130482826369,"score_spread":0.0125307542745664,"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."}}