{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01181682,0.0001639162,0.0003254763,0.0002100241,0.001906623,0.00005264512,0.0001025257,0.000124404,0.00001369656],"category_scores_gemma":[0.0002545124,0.0001177371,0.00003750329,0.000215722,0.0002346033,0.0002319844,0.0001792646,0.0002994586,0.000001000335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008873147,"about_ca_system_score_gemma":0.000423639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006722889,"about_ca_topic_score_gemma":0.00248382,"domain_scores_codex":[0.9961593,0.001696852,0.0007833192,0.0003814245,0.0004726198,0.0005064852],"domain_scores_gemma":[0.9970546,0.001345037,0.0004076057,0.0002002653,0.000899456,0.00009308027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004176198,0.000204065,0.8968602,0.004475289,0.0000459296,1.052718e-7,0.001608774,0.00002141765,0.0001827252,0.0002551661,0.0004206007,0.09550813],"study_design_scores_gemma":[0.003922914,0.002349826,0.9761727,0.0008842146,0.000001992427,0.00000174563,0.00008614765,0.008165495,0.00007710946,0.0005683823,0.007658782,0.0001106633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.07908845,0.000006853668,0.06460119,0.0001414899,0.000009861126,0.8560712,0.00003981019,0.00002948681,0.0000116503],"genre_scores_gemma":[0.01272815,0.000001129735,0.03507966,0.00001051334,0.00006484837,0.9518464,0.00002604568,0.00002567117,0.0002176088],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09577516,"threshold_uncertainty_score":0.9993927,"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."}}