{"id":"W2811463904","doi":"10.2196/resprot.9797","title":"Innovative Approach for Enhancing Testing of HIV, Hepatitis B, and Hepatitis C in the General Population: Protocol for an Acceptability and Feasibility Study (BaroTest 2016)","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Context (archaeology); Hepatitis C; Human immunodeficiency virus (HIV); Hepatitis B virus; Dried blood spot; Virology; Hepatitis B; Protocol (science); Hepatitis C virus; Population; Immunology; Family medicine; Environmental health; Virus; Alternative medicine; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.007729068,0.0001743441,0.0003801991,0.0001297292,0.000434152,0.00007197187,0.00029847,0.0002045529,0.00004264433],"category_scores_gemma":[0.002283336,0.0001137317,0.00003438511,0.000626513,0.0008588481,0.0001871258,0.000199498,0.000385602,4.083809e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005485087,"about_ca_system_score_gemma":0.000119792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007779843,"about_ca_topic_score_gemma":0.001135639,"domain_scores_codex":[0.9962818,0.001919513,0.0005900385,0.0006115233,0.0001239301,0.0004731804],"domain_scores_gemma":[0.9971653,0.001243042,0.0001542994,0.0004384121,0.0009621753,0.00003682778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001215583,0.001865802,0.9627237,0.0006150863,0.0000227342,2.582587e-7,0.0008903304,1.446691e-7,0.01168642,0.0003243014,0.0003994362,0.02025615],"study_design_scores_gemma":[0.004436646,0.0119579,0.9656636,0.0001748519,0.000004129933,0.000004892764,0.0005224949,0.0004566532,0.01195364,0.002355134,0.002291933,0.0001780912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1202599,0.000001354621,0.001225595,0.00008693108,0.000003713844,0.8781613,0.00007786463,0.00001469569,0.000168637],"genre_scores_gemma":[0.1393763,5.052981e-8,0.02175072,0.00002702297,0.00007107196,0.8386917,0.00001532783,0.00001161405,0.00005616215],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03946955,"threshold_uncertainty_score":0.4637846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3755801927589788,"score_gpt":0.5663908146646421,"score_spread":0.1908106219056633,"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."}}