{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002906898,0.0004415365,0.0005878732,0.001295643,0.004699059,0.005186356,0.001118138,0.002164008,0.004047328],"category_scores_gemma":[0.006036791,0.000276619,0.0002825239,0.001821158,0.005310948,0.003934837,0.005912891,0.002715385,0.0004650534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002795287,"about_ca_system_score_gemma":0.005628156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009806427,"about_ca_topic_score_gemma":0.02309057,"domain_scores_codex":[0.9968496,0.002288184,0.00008775973,0.00008099731,0.0002150956,0.0004782886],"domain_scores_gemma":[0.9975505,0.0005795648,0.0004898315,0.00005079119,0.0002983804,0.00103086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003625437,0.0003968877,0.05118556,0.004189464,0.0001189461,0.006390696,0.3668147,0.0007739194,0.002156618,0.05977132,0.1597571,0.3480822],"study_design_scores_gemma":[0.0000591712,0.0002990735,0.03895144,0.001763399,0.00006105695,0.001342434,0.4121459,0.0001209761,0.0003838975,0.02474836,0.520061,0.00006327291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1349767,0.1335026,0.0007514973,0.6829218,0.002965024,0.0001168467,0.0001301338,0.00006428556,0.04457112],"genre_scores_gemma":[0.7226543,0.2098558,0.001293006,0.05548089,0.002542364,0.0001230819,0.00009360378,0.00004663688,0.007910253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009806427,"threshold_uncertainty_score":0.02028137,"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."}}