{"id":"W7117318193","doi":"10.1080/23995270.2025.2607961","title":"The plight of rare diseases in Southern Africa: health and social services policy recommendations","year":2025,"lang":"en","type":"article","venue":"Future Rare Diseases","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aga Khan Foundation","funders":"","keywords":"Social Welfare; Health services; Social policy; Government (linguistics); Health policy; Public health","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":[0.00004233725,0.0001611928,0.0001880249,0.00008579411,0.0003566278,0.00004931287,0.0002278025,0.00007300054,0.000007574101],"category_scores_gemma":[0.00003076138,0.0001204659,0.0001195152,0.0001920413,0.00009422196,0.000005459538,0.0001602216,0.00005373772,0.000001201199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002329992,"about_ca_system_score_gemma":0.0005213782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009185784,"about_ca_topic_score_gemma":0.0003595795,"domain_scores_codex":[0.9990404,0.0001025127,0.0002455209,0.0002779425,0.00008666448,0.0002470171],"domain_scores_gemma":[0.9994125,0.00003180893,0.0001170259,0.0002471024,0.00006988138,0.0001216922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004004754,0.003601545,0.46367,0.005918866,0.00166773,0.00005473639,0.0175514,0.00006270021,0.004178933,0.03177336,0.2581994,0.2093166],"study_design_scores_gemma":[0.001923538,0.0002068083,0.1366447,0.000250529,0.0001519477,0.00000411491,0.05886054,0.00002453448,0.0002139781,0.003647303,0.7975308,0.0005412127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8339411,0.1268512,0.00001900406,0.02914486,0.0005689483,0.0006734967,0.008182962,0.00003763919,0.0005808361],"genre_scores_gemma":[0.9939516,0.002291028,0.00002150581,0.001078914,0.0005566585,0.00005328091,0.001468917,0.00001661093,0.000561507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5393314,"threshold_uncertainty_score":0.4912456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004839057227458282,"score_gpt":0.2559353968020466,"score_spread":0.2510963395745883,"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."}}