{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08272734,0.003613331,0.00301768,0.002654909,0.003819005,0.002649962,0.003010924,0.004761197,0.05602848],"category_scores_gemma":[0.05200599,0.002916553,0.003623832,0.00237409,0.002394428,0.002740977,0.003140117,0.006514643,0.01460665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005044641,"about_ca_system_score_gemma":0.01859431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121385,"about_ca_topic_score_gemma":0.003626439,"domain_scores_codex":[0.9612014,0.02774153,0.004445136,0.001633943,0.002551994,0.002425925],"domain_scores_gemma":[0.9606507,0.01215237,0.004077807,0.005713981,0.01509568,0.002309392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2045609,0.1012196,0.01594373,0.04489942,0.001291572,0.00223969,0.01604976,0.01074292,0.01619137,0.01907352,0.1820678,0.3857196],"study_design_scores_gemma":[0.2605298,0.09437536,0.06863516,0.01778978,0.0008654331,0.0009052875,0.006118601,0.01078211,0.011781,0.01524155,0.511947,0.001028832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001919675,0.00003568191,0.001982091,0.0001103851,0.0000669457,0.9944118,0.0006944075,0.00005839019,0.0007206535],"genre_scores_gemma":[0.0007245371,0.00002960864,0.003966259,0.00006366543,0.0000121957,0.9949044,0.0001244423,0.000004577235,0.0001703122],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08272734,"threshold_uncertainty_score":0.4375092,"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."}}