{"id":"W2610747684","doi":"10.2196/resprot.6833","title":"Knowledge, Attitude, Behavior, and Practices Regarding HIV, Viral Hepatitis, and Sexually Transmitted Infections Among Migrants From Sub-Saharan Africa Living in Germany: A Multicenter Survey Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Gesundheit","keywords":"Medicine; Family medicine; Population; Viral hepatitis; Human immunodeficiency virus (HIV); Men who have sex with men; Environmental health; Gerontology; Demography; Immunology; Syphilis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003131643,0.000364818,0.0006759367,0.0004838035,0.001203091,0.0007097722,0.0003367369,0.0002525121,0.00006662754],"category_scores_gemma":[0.004456843,0.0003302076,0.00006667529,0.0002767487,0.0008369391,0.001179698,0.0005995399,0.001295087,0.00003587204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186567,"about_ca_system_score_gemma":0.0002688006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02131865,"about_ca_topic_score_gemma":0.166147,"domain_scores_codex":[0.9952561,0.001545281,0.0006452692,0.000880904,0.0007581456,0.000914347],"domain_scores_gemma":[0.9963601,0.001416119,0.0004081846,0.0008315963,0.0006017053,0.0003823352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006295206,0.001932224,0.9841144,0.0008273948,0.00008704743,0.0001873947,0.002595257,4.778346e-8,0.003426548,0.00000306133,0.001704965,0.004492136],"study_design_scores_gemma":[0.005354789,0.0008395793,0.9663912,0.006574343,0.00001971864,0.00000888365,0.00003847543,0.0002377464,0.0003925172,0.00001348195,0.01982368,0.0003055586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4793413,0.00002474468,0.000005009535,0.000100956,0.000007382509,0.5197133,0.00005480184,0.00005410403,0.0006984776],"genre_scores_gemma":[0.3976336,0.00002653813,0.0001172621,0.00000708446,0.00008454808,0.601739,0.000006940852,0.00004387695,0.0003411355],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1448283,"threshold_uncertainty_score":0.999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2033007856563312,"score_gpt":0.5178995432480948,"score_spread":0.3145987575917636,"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."}}