{"id":"W3023121423","doi":"10.2196/16863","title":"Decentralized, Community-Based Hepatitis C Point-of-Care Testing and Direct-Acting Antiviral Treatment for People Who Inject Drugs and the General Population in Myanmar: Protocol for a Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hepatitis C virus research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Burnet Institute","keywords":"Medicine; GeneXpert MTB/RIF; Population; Hepatitis C; Family medicine; Point-of-care testing; Environmental health; Internal medicine; Immunology; Tuberculosis; 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":[0.0461349,0.003103575,0.002958415,0.00241629,0.004917053,0.002422505,0.003353117,0.004641993,0.05885895],"category_scores_gemma":[0.02450642,0.002301496,0.003076418,0.002134312,0.003009236,0.003037182,0.003125109,0.005658792,0.01407942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005996756,"about_ca_system_score_gemma":0.02543444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003931165,"about_ca_topic_score_gemma":0.006594577,"domain_scores_codex":[0.9806374,0.01280856,0.002424633,0.001051207,0.001291985,0.00178619],"domain_scores_gemma":[0.9805998,0.004746,0.002602961,0.002355194,0.007014556,0.002681588],"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":[0.2493217,0.1045725,0.02013042,0.05639251,0.001110565,0.006390219,0.01794665,0.01060945,0.0186695,0.02909499,0.1835745,0.3021869],"study_design_scores_gemma":[0.2619261,0.1033624,0.06772827,0.02355666,0.0008816356,0.001520316,0.01080569,0.006661046,0.006530329,0.01489936,0.5011411,0.0009870912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00127934,0.00004833822,0.001002371,0.0001227529,0.00005967619,0.9962481,0.0006079134,0.00001951795,0.000611963],"genre_scores_gemma":[0.001016211,0.00006884554,0.002235308,0.0001152918,0.00001910419,0.996181,0.0001663659,0.000002603397,0.0001951797],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05885895,"threshold_uncertainty_score":0.2439876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.369320014695793,"score_gpt":0.5619728114325796,"score_spread":0.1926527967367866,"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."}}