{"id":"W3107596691","doi":"10.1097/qad.0000000000002759","title":"Accuracy of self-reported HIV-testing history and awareness of HIV-positive status in four sub-Saharan African countries","year":2020,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council","keywords":"Medicine; Tanzania; Human immunodeficiency virus (HIV); Demography; Population; Environmental health; Gerontology; Immunology; Geography","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":[0.01126657,0.0006883492,0.0005596669,0.001563026,0.0003897374,0.001173223,0.0006631561,0.0005341972,0.0005917805],"category_scores_gemma":[0.03193513,0.0006873967,0.0008217825,0.001374511,0.0008034356,0.0007058864,0.001579821,0.0005046144,0.0001418814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005816749,"about_ca_system_score_gemma":0.0006609411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02528457,"about_ca_topic_score_gemma":0.01932193,"domain_scores_codex":[0.9935962,0.004600361,0.0003978318,0.0005548602,0.0005085685,0.0003420508],"domain_scores_gemma":[0.986455,0.006332193,0.004380141,0.00122081,0.001300229,0.0003116242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008942947,0.00001454185,0.9921645,0.00005012546,0.000271602,0.00003492633,0.001179216,0.001067294,0.0001047083,0.00005428819,0.0001097158,0.004859587],"study_design_scores_gemma":[0.00001633902,0.0001074216,0.9924972,0.0001522112,0.0001775023,0.0001345638,0.001256517,0.004635558,0.0003324758,0.0001628329,0.0005084362,0.00001904279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973948,0.0004994036,0.0008336382,0.00008980083,0.000007186091,0.00002367845,0.0006761291,0.00001643876,0.0004589146],"genre_scores_gemma":[0.9991223,0.0001242562,0.0003298337,0.00002212504,0.000001811512,0.00001659575,0.0003269987,0.000002102666,0.00005391381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02528457,"threshold_uncertainty_score":0.05958408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04849359506658249,"score_gpt":0.3146496135515859,"score_spread":0.2661560184850034,"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."}}