{"id":"W3207807887","doi":"10.3389/fviro.2021.742722","title":"Rapid Diagnostics for Hepatitis B and C Viruses in Low- and Middle-Income Countries","year":2021,"lang":"en","type":"article","venue":"Frontiers in Virology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Medicine; Global health; Hepatitis B virus; Hepatitis C virus; Hepatitis C; Hepatitis B; Virology; Low and middle income countries; Environmental health; Viral hepatitis; Diagnostic test; Intensive care medicine; Developing country; Immunology; Economic growth; Public health; Virus; Pediatrics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003904716,0.0006245277,0.0006498502,0.002530682,0.000238668,0.001406393,0.0006519047,0.001125918,0.002329999],"category_scores_gemma":[0.004325791,0.0002398876,0.0004604757,0.001161614,0.0007670829,0.001191148,0.0005953829,0.0008838586,0.001472056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009564725,"about_ca_system_score_gemma":0.001605425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612338,"about_ca_topic_score_gemma":0.001834143,"domain_scores_codex":[0.9981832,0.0007898902,0.0001653983,0.000143563,0.0005565883,0.0001614097],"domain_scores_gemma":[0.9979139,0.001023452,0.0002883624,0.00005435569,0.000631489,0.00008849258],"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":[0.0002453258,0.00008073924,0.008265813,0.01535457,0.00009273321,0.001063543,0.0004722683,0.0004912256,0.01085988,0.006080843,0.0333412,0.9236519],"study_design_scores_gemma":[0.00004360688,0.0009345094,0.02496174,0.0106315,0.0001915149,0.008209654,0.001116274,0.0006145647,0.01112417,0.005983836,0.9360987,0.00009003445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00362326,0.9826798,0.001945244,0.003494825,0.00106405,0.00006623403,0.0001981432,0.0000505818,0.006877914],"genre_scores_gemma":[0.03252916,0.9546034,0.007944622,0.001590311,0.001132397,0.00008677955,0.0003240179,0.00001209419,0.001777157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003904716,"threshold_uncertainty_score":0.02065033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726256293621853,"score_gpt":0.260596904325201,"score_spread":0.2433343413889825,"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."}}