{"id":"W4367047726","doi":"10.1093/inthealth/ihad031","title":"HIV testing among women of reproductive age in 28 sub-Saharan African countries: a multilevel modelling","year":2023,"lang":"en","type":"article","venue":"International Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Developing country; Human immunodeficiency virus (HIV); Demography; Multilevel model; Medicine; Economic growth; Virology; Economics; Sociology; Statistics","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":[0.004319566,0.001012744,0.001685148,0.001689051,0.001366186,0.001707029,0.002392058,0.001357166,0.004457599],"category_scores_gemma":[0.007399438,0.001194965,0.004950353,0.001996599,0.0005455132,0.0008834616,0.002421625,0.002008243,0.0004370554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683202,"about_ca_system_score_gemma":0.002251823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1486993,"about_ca_topic_score_gemma":0.08233211,"domain_scores_codex":[0.9976667,0.001569712,0.00009718584,0.0002384918,0.00008312239,0.0003447911],"domain_scores_gemma":[0.9960728,0.00264566,0.0004527754,0.0002113415,0.0002998453,0.0003177105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008091201,0.0005724425,0.9015398,0.0002891507,0.004878767,0.001156895,0.002381802,0.07122688,0.0003140651,0.002877523,0.002638808,0.01131476],"study_design_scores_gemma":[0.0002835283,0.0007590729,0.3187849,0.000581231,0.003334078,0.0005685907,0.006095154,0.6606385,0.0001892303,0.004858634,0.003784069,0.0001230669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879333,0.0009095874,0.006065811,0.001029104,0.00003452475,0.0001630533,0.00282833,0.0000625231,0.0009737857],"genre_scores_gemma":[0.9901019,0.0005874346,0.006515546,0.0000791023,0.00001877641,0.0002683246,0.001749198,0.00001944278,0.0006602948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1486993,"threshold_uncertainty_score":0.2956675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09023077653473556,"score_gpt":0.3885008916930755,"score_spread":0.29827011515834,"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."}}