{"id":"W4406315108","doi":"10.55905/oelv23n1-072","title":"Impacto socioeconômico da epidemia de HIV/AIDS no Brasil","year":2025,"lang":"pt","type":"article","venue":"OBSERVATÓRIO DE LA ECONOMÍA LATINOAMERICANA","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Human immunodeficiency virus (HIV); Political science; Medicine; Virology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002728743,0.0008404798,0.001722776,0.0006166886,0.0005326999,0.0004039467,0.001092279,0.000713856,0.01643581],"category_scores_gemma":[0.004237165,0.0009052335,0.001222332,0.001062609,0.001115295,0.0005469793,0.0004574466,0.002154319,0.00377798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002598951,"about_ca_system_score_gemma":0.004022043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008068854,"about_ca_topic_score_gemma":0.0007107849,"domain_scores_codex":[0.9928339,0.001484022,0.001661488,0.001176277,0.000380811,0.002463525],"domain_scores_gemma":[0.9934862,0.002418341,0.0005904647,0.001597177,0.0003652845,0.001542549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001857019,0.0003759846,0.5547885,0.0005369128,0.001031211,0.0001034989,0.000912981,0.00004848287,0.001429543,0.003185434,0.4101456,0.02725616],"study_design_scores_gemma":[0.004288451,0.003170831,0.5454035,0.002277221,0.0008966241,0.00008783238,0.005510771,0.05326292,0.0007550312,0.001756321,0.3812102,0.001380262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.59854,0.00325651,0.006447137,0.008081342,0.0004661847,0.001152138,0.0007144957,0.000289433,0.3810527],"genre_scores_gemma":[0.602486,0.0009166817,0.004953976,0.007141317,0.0007752336,0.0002008754,0.0002416317,0.0001547294,0.3831295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05321443,"threshold_uncertainty_score":0.9993398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462997158434392,"score_gpt":0.3449565606487812,"score_spread":0.3203265890644373,"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."}}