{"id":"W4404759433","doi":"10.1007/s10461-024-04551-4","title":"Geospatial Distribution of HIV Seroprevalence Among Blood Donors in South Asian Countries: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Health psychology; Geospatial analysis; Seroprevalence; Public health; Human immunodeficiency virus (HIV); Environmental health; Geography; Medicine; Meta-analysis; Virology; Immunology; Cartography; Serology; Internal medicine; Pathology; Antibody","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":[0.009543219,0.00231604,0.01389881,0.006087917,0.000621745,0.003443341,0.002312986,0.002232435,0.004458849],"category_scores_gemma":[0.02708208,0.001822098,0.03361171,0.00915821,0.0008929584,0.002180553,0.002195827,0.001820427,0.0003810523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001886238,"about_ca_system_score_gemma":0.003345677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01222508,"about_ca_topic_score_gemma":0.03323999,"domain_scores_codex":[0.9926858,0.002785667,0.002663006,0.0009182636,0.0006353791,0.0003118518],"domain_scores_gemma":[0.9861397,0.00959239,0.002585378,0.0005957377,0.0009175912,0.0001691731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001169209,0.00002806142,0.01308532,0.3174351,0.6572929,0.0001453307,0.0001828532,0.000295001,0.0001483353,0.0001108641,0.0005231679,0.009583827],"study_design_scores_gemma":[0.0003032869,0.0001042527,0.008465393,0.01932782,0.9702494,0.0001171722,0.0001201908,0.0001011203,0.00004880943,0.0001235665,0.001009363,0.00002970346],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00935905,0.9890829,0.0003975222,0.0000892007,0.00009761361,0.0001455966,0.0006450632,0.00002139813,0.0001615826],"genre_scores_gemma":[0.2957603,0.6988931,0.002497736,0.0007763756,0.0001458463,0.0005605877,0.0009729076,0.00003890029,0.0003541593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01389881,"threshold_uncertainty_score":0.05046999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0515778962473067,"score_gpt":0.3752152533759995,"score_spread":0.3236373571286928,"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."}}