{"id":"W2947076129","doi":"10.1016/s2352-3018(19)30153-5","title":"HIV Indicator and Impact Survey: considerations for Nigeria","year":2019,"lang":"en","type":"letter","venue":"The Lancet HIV","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Safeguarding; Human immunodeficiency virus (HIV); Environmental health; Government (linguistics); Population; Socioeconomics; Family medicine; Nursing","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":[0.02308143,0.000604869,0.0009121865,0.001553124,0.002624331,0.004738089,0.001263685,0.01989454,0.01056363],"category_scores_gemma":[0.08340967,0.0007455418,0.0005304832,0.001935462,0.001765838,0.004135499,0.00209628,0.01241951,0.004426186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004131138,"about_ca_system_score_gemma":0.01075388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0373555,"about_ca_topic_score_gemma":0.06784971,"domain_scores_codex":[0.9909456,0.005609402,0.001020688,0.0003695077,0.001165736,0.0008891168],"domain_scores_gemma":[0.9144804,0.06437762,0.003519261,0.001210384,0.01095503,0.0054573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001602831,0.00004046311,0.004943011,0.0002229658,0.000009712397,0.0002845653,0.0004764735,0.000128398,0.0001313399,0.01381327,0.9601384,0.01965119],"study_design_scores_gemma":[0.0002299703,0.0001358226,0.02391126,0.002751454,0.00005500319,0.0003354302,0.004390271,0.001787013,0.0004169976,0.02278015,0.9430256,0.000181077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001749635,0.001703263,0.0004209601,0.9783745,0.009719486,0.00007255131,0.00155012,0.00004052556,0.006369087],"genre_scores_gemma":[0.03217947,0.003771683,0.003377244,0.8933411,0.01803802,0.0006689784,0.0008894419,0.00011576,0.04761836],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0373555,"threshold_uncertainty_score":0.1220677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08668175974322195,"score_gpt":0.2893423645636908,"score_spread":0.2026606048204689,"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."}}