{"id":"W2808606411","doi":"10.1080/00167487.2007.12094186","title":"Too Little, Too Late: Responses to the HIV/AIDS epidemics in sub-Saharan Africa","year":2007,"lang":"en","type":"article","venue":"Geography","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Quarter (Canadian coin); Human immunodeficiency virus (HIV); Disease; Environmental health; Geography; Medicine; Economic growth; Demography; Coronavirus disease 2019 (COVID-19); Socioeconomics; Virology; Infectious disease (medical specialty); Sociology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002508003,0.0001686684,0.0002811465,0.001056114,0.0001381955,0.00004141607,0.0002928609,0.0001092953,0.0002553639],"category_scores_gemma":[0.001265723,0.0001194938,0.0003877599,0.001970815,0.0001478196,0.0000974975,0.000104895,0.0004887391,0.0006278891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004429461,"about_ca_system_score_gemma":0.00006187483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001616157,"about_ca_topic_score_gemma":0.0002198922,"domain_scores_codex":[0.9978089,0.0001895027,0.0004787636,0.0003167565,0.0004369884,0.0007690262],"domain_scores_gemma":[0.9983942,0.0004601227,0.00004690058,0.0005799923,0.0001451046,0.0003736605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00135278,0.0003593827,0.2039215,0.00005282765,0.0001183902,0.0001556778,0.0006554166,0.00000432401,0.002889967,0.0004107963,0.7307788,0.05930019],"study_design_scores_gemma":[0.0007099931,0.001342295,0.2877582,0.0001575292,0.0000287152,0.00001690185,0.0001858008,0.00005834157,0.0008504185,0.000275145,0.708476,0.0001406858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328957,0.007085765,0.003366343,0.01323613,0.0001451853,0.001131764,0.0001758784,0.0001240869,0.04183919],"genre_scores_gemma":[0.9209165,0.001837132,0.003356823,0.002846869,0.0004703778,0.0001746401,0.0001249989,0.00006421063,0.07020847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08383669,"threshold_uncertainty_score":0.8070454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546239380959509,"score_gpt":0.3216165792049184,"score_spread":0.2961541853953233,"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."}}