{"id":"W4388367225","doi":"10.1093/oso/9780195300277.003.0013","title":"Toward Healthy Societies: From Ideas to Action","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Alliance; Global health; Action (physics); Political science; Human immunodeficiency virus (HIV); Economic growth; Medicine; Development economics; Health care; Virology; Economics; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.003795781,0.0006484066,0.0003473538,0.001133425,0.002532556,0.007587335,0.0009418646,0.002793523,0.008669992],"category_scores_gemma":[0.003891121,0.0001721325,0.0002276464,0.0009276275,0.01932189,0.00799056,0.003347818,0.005645435,0.001823501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005008288,"about_ca_system_score_gemma":0.003815924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002161907,"about_ca_topic_score_gemma":0.002056806,"domain_scores_codex":[0.9978033,0.001437396,0.00004098038,0.0001663555,0.0004016497,0.0001502431],"domain_scores_gemma":[0.9983056,0.001007518,0.0000858972,0.0001566833,0.0002484603,0.000195759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001752193,0.000005270411,0.00001879708,0.00002100218,0.000001075772,0.00001161149,0.001256039,0.000201492,0.00001839624,0.9739739,0.01948394,0.005006843],"study_design_scores_gemma":[0.000002959733,0.00000509261,0.00005443817,0.0001612716,9.553193e-7,0.00001727506,0.001764396,0.0002176667,0.00004152962,0.6828318,0.314898,0.000004612497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003970907,0.0247406,0.02115308,0.2986102,0.004372028,0.00005656408,0.00009574385,0.0001179005,0.6468829],"genre_scores_gemma":[0.5721312,0.04013971,0.02639642,0.06701678,0.005365537,0.000403761,0.0001766461,0.0003426876,0.2880273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008669992,"threshold_uncertainty_score":0.03633791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008096894131348,"score_gpt":0.2820016930758214,"score_spread":0.1811920036626866,"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."}}