{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002272886,0.0001009436,0.0003562934,0.0001685736,0.0000260887,0.000005324944,0.00006570532,0.00004328769,0.0001188464],"category_scores_gemma":[0.002111285,0.00009458727,0.00006693428,0.0003185369,0.0001584731,0.0001316881,0.00005758128,0.0001719894,0.000005936286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388678,"about_ca_system_score_gemma":0.0005029209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007858963,"about_ca_topic_score_gemma":0.00003593324,"domain_scores_codex":[0.9987758,0.0000907503,0.0004285035,0.0001924724,0.0002752265,0.000237252],"domain_scores_gemma":[0.9987956,0.0003581631,0.0001817253,0.0001493796,0.0003198004,0.0001952786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004376066,0.0002677496,0.9251988,0.0009768909,0.0003199814,0.0002166659,0.004286882,0.000003214625,0.04748423,0.0001770096,0.01271394,0.007917063],"study_design_scores_gemma":[0.007426472,0.01057018,0.8676927,0.002213335,0.0005471525,0.00009344797,0.002356751,0.007481982,0.06423147,0.00009123304,0.03683161,0.0004636654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929054,0.002203982,0.0003464132,0.0004874514,0.00001825095,0.0002921697,0.0001039747,0.00003495501,0.003607359],"genre_scores_gemma":[0.9983677,0.0002908204,0.0008293139,0.00006241709,0.00003200757,0.00001415094,0.0000402621,0.00001421782,0.0003491686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05750607,"threshold_uncertainty_score":0.3857157,"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."}}