{"id":"W4417433942","doi":"10.1186/s12982-025-01120-5","title":"The USA direct health assistance foreign policy: making a case for Africa","year":2025,"lang":"en","type":"article","venue":"Discover Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"World Health Organization; United States Agency for International Development","keywords":"Vulnerability (computing); Global health; Procurement; Structural adjustment; Humanitarian aid; Development aid; Empowerment; Psychological resilience; Sovereignty","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003555352,0.00022576,0.0006181117,0.0002559834,0.00120894,0.0001307267,0.0001594922,0.00008620127,0.00001125966],"category_scores_gemma":[0.001450174,0.0001553449,0.0002055235,0.00108259,0.0001065991,0.0001616082,0.00006143429,0.0002662984,0.000009200349],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415412,"about_ca_system_score_gemma":0.0213705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003527984,"about_ca_topic_score_gemma":0.003860895,"domain_scores_codex":[0.9962591,0.0002711684,0.0007871452,0.0004517089,0.0003384622,0.001892426],"domain_scores_gemma":[0.9974077,0.0007002531,0.0002829874,0.0006277355,0.0001631269,0.0008182518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003780593,0.0003082542,0.02857777,0.002010433,0.0001001663,0.0001036742,0.00080016,0.000001844154,6.968944e-7,0.4643265,0.3332371,0.1701553],"study_design_scores_gemma":[0.0009528563,0.000263738,0.01764182,0.0002463169,0.000007525048,0.0001822604,0.0007906202,0.0002240714,0.000001041272,0.002180116,0.9773889,0.0001207411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01932325,0.01466745,0.01535825,0.7127975,0.001390509,0.005273387,0.0006518883,0.000285077,0.2302527],"genre_scores_gemma":[0.9477788,0.0004734413,0.000454383,0.04485845,0.0002834089,0.0002805392,0.00004058958,0.00002565763,0.005804744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9284555,"threshold_uncertainty_score":0.9841774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05797299846179641,"score_gpt":0.3948017148346635,"score_spread":0.336828716372867,"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."}}