{"id":"W2963899497","doi":"10.2196/13578","title":"Design and Development of a Viral Hepatitis and HIV Infection Screening Program (Hprolipsis) for the General, Greek Roma, and Migrant Populations of Greece: Protocol for Three Cross-Sectional Health Examination Surveys","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Thessaly; Aristotle University of Thessaloniki; University of Patras","keywords":"Public health; Medicine; Human immunodeficiency virus (HIV); Environmental health; Hepatitis B virus; Cross-sectional study; Virology; Viral hepatitis; Hepatitis B; Hepatitis; Family medicine; Immunology; Virus; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02081168,0.001555988,0.001189513,0.001756372,0.001846835,0.0008323602,0.001386147,0.001220821,0.008992896],"category_scores_gemma":[0.008596093,0.001196911,0.001520085,0.001257397,0.0009943717,0.0008550554,0.001519786,0.001543194,0.002271594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003338788,"about_ca_system_score_gemma":0.01239308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005908749,"about_ca_topic_score_gemma":0.00811864,"domain_scores_codex":[0.9906378,0.006063708,0.001213458,0.0007556809,0.0006978074,0.0006315465],"domain_scores_gemma":[0.9932988,0.0009269936,0.001231583,0.0009086951,0.002719334,0.0009146581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04883328,0.08730022,0.3205179,0.01273774,0.001596731,0.001289065,0.01096136,0.0120606,0.01759944,0.006635733,0.05389209,0.4265759],"study_design_scores_gemma":[0.04261735,0.09351598,0.6865726,0.003875441,0.001006403,0.0007141611,0.006259917,0.008957442,0.01112775,0.002679481,0.1422103,0.0004632294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03668133,0.0001174256,0.006145932,0.000152947,0.00006359268,0.9508623,0.003917738,0.00007769952,0.001981048],"genre_scores_gemma":[0.02051611,0.0001218065,0.02012743,0.0002149023,0.00002110491,0.9563892,0.001840788,0.000008026762,0.0007607547],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02081168,"threshold_uncertainty_score":0.110064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5520883360749421,"score_gpt":0.6302652160803903,"score_spread":0.0781768800054482,"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."}}