{"id":"W3038114892","doi":"10.1016/j.puhip.2020.100025","title":"Implementation of blanket provider-initiated testing and counselling: Predictors of HIV seropositivity among infants, children and adolescents in Cameroon","year":2020,"lang":"en","type":"article","venue":"Public Health in Practice","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institutes of Health; Else Kröner-Fresenius-Stiftung","keywords":"Medicine; Context (archaeology); Logistic regression; Multivariate analysis; Cross-sectional study; Human immunodeficiency virus (HIV); Pediatrics; Psychological intervention; Family medicine; Test (biology); Demography; Psychiatry; Internal medicine","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":[0.0008657335,0.0003214182,0.000152895,0.0003323805,0.0003770081,0.0004907675,0.0002750016,0.0002860361,0.001572312],"category_scores_gemma":[0.002844023,0.0002414136,0.0001881963,0.000394802,0.0003727883,0.0004104841,0.0003201661,0.0006449533,0.000098516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005692664,"about_ca_system_score_gemma":0.000881455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02713608,"about_ca_topic_score_gemma":0.02875224,"domain_scores_codex":[0.9995753,0.0001734529,0.00003391678,0.00004865244,0.00004721586,0.0001214151],"domain_scores_gemma":[0.9985796,0.0002964135,0.0007319128,0.00003108798,0.00008739785,0.00027362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002391959,0.00002524158,0.9983947,0.00001148901,0.000004673616,0.0001341207,0.0001867769,0.00002547507,0.00007774214,0.00001438018,0.00006507491,0.001036466],"study_design_scores_gemma":[0.000002458691,0.00008211287,0.9986083,0.0000350222,0.000008298801,0.0002121728,0.0007140461,0.0001517978,0.00004805248,0.000006109584,0.0001297295,0.000001901932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999612,0.0001709356,0.00001273496,0.00005709724,0.000002804981,0.00000436418,0.00004374675,8.537104e-7,0.00009542785],"genre_scores_gemma":[0.9997485,0.0001260565,0.00003126026,0.00001313943,0.000002489336,0.000004199662,0.00003244371,4.024145e-7,0.00004138665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02713608,"threshold_uncertainty_score":0.05395627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06527697006665024,"score_gpt":0.3895013625812809,"score_spread":0.3242243925146307,"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."}}