{"id":"W3206709075","doi":"10.1097/olq.0000000000001567","title":"Incentive-Based Human Immunodeficiency Virus Screening in Low- and Middle-Income Countries: A Systematic Review","year":2021,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Incentive; Human immunodeficiency virus (HIV); Context (archaeology); Sida; Screening test; Lentivirus; HIV screening; Medical screening","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":[],"consensus_categories":[],"category_scores_codex":[0.0003320028,0.0002334954,0.0007899982,0.0002404899,0.0001734347,0.0000768598,0.0001535938,0.00006013642,0.0006042511],"category_scores_gemma":[0.0006060685,0.0002018308,0.0002276667,0.0006690392,0.0001775435,0.0001681796,0.00003245245,0.0002405167,0.00002997872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006171889,"about_ca_system_score_gemma":0.0003599476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001208661,"about_ca_topic_score_gemma":0.0001400897,"domain_scores_codex":[0.9974272,0.0003614359,0.0007800503,0.0004149233,0.0005749788,0.0004413569],"domain_scores_gemma":[0.9986507,0.0002080051,0.00009776801,0.0004572094,0.0002831418,0.0003032295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002059172,0.001570867,0.01930197,0.975316,0.0003005007,0.001022953,0.000339287,0.000003538148,0.001169659,0.000372878,0.0001375116,0.0002588524],"study_design_scores_gemma":[0.004949497,0.001225549,0.04503633,0.9438419,0.001333896,0.00004523374,0.0009054315,0.001409924,0.0005752133,0.00008486013,0.0001185672,0.000473645],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5451946,0.4448357,0.003863098,0.001380915,0.00003580461,0.002971608,0.0005576839,0.0001785466,0.0009820397],"genre_scores_gemma":[0.9915903,0.004830119,0.000161556,0.00114358,0.00002190348,0.0002805779,0.0003252888,0.00003864783,0.001608023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4463957,"threshold_uncertainty_score":0.8230419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020540175711625,"score_gpt":0.3144614360933598,"score_spread":0.2942560343362435,"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."}}