{"id":"W3093316160","doi":"10.1186/s12879-020-05456-y","title":"Spatial patterns and associated factors of HIV Seropositivity among adults in Ethiopia from EDHS 2016: a spatial and multilevel analysis","year":2020,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Demography; Logistic regression; Confidence interval; Medicine; Odds ratio; Residence; Medical microbiology; Geography; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006551467,0.0001600571,0.0004665337,0.0002245703,0.00006117821,0.00002953822,0.00004348817,0.0000969775,0.0003560954],"category_scores_gemma":[0.001289563,0.0001415959,0.0002161742,0.0002187134,0.0001162283,0.0001169859,0.00008538686,0.0001983625,0.000003826547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005108877,"about_ca_system_score_gemma":0.00007489287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07212383,"about_ca_topic_score_gemma":0.06253245,"domain_scores_codex":[0.9986779,0.0002282208,0.0003018302,0.0003259106,0.000253513,0.0002126175],"domain_scores_gemma":[0.9989965,0.0002730698,0.0001207039,0.0001313683,0.00009965559,0.0003787349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002683152,0.0005416764,0.9955612,0.0001577101,0.0004904484,0.00001611236,0.0007322541,0.00000831763,0.0001780921,0.000001155287,0.0001127856,0.001931862],"study_design_scores_gemma":[0.002800522,0.0007490005,0.9631562,0.0002650917,0.0006398182,3.438215e-7,0.0001641883,0.03177726,0.000313548,0.00001118566,0.000002388933,0.0001204797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905471,0.00008986441,0.006576358,0.0000539658,0.00001688355,0.0003514318,0.002255228,0.00004783017,0.00006130015],"genre_scores_gemma":[0.99918,0.00005164339,0.00001269566,0.0000292205,0.00006218745,0.00001954431,0.0005719257,0.00001423831,0.00005854686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03240509,"threshold_uncertainty_score":0.9545739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544594760166349,"score_gpt":0.2832949914783769,"score_spread":0.2678490438767134,"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."}}