{"id":"W3196658845","doi":"10.2139/ssrn.3495603","title":"Decentralization, Integration, and Task-Shifting in Hepatitis C Virus Infection Testing and Treatment: A Global Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hepatitis C virus; Decentralization; Meta-analysis; Task (project management); Medicine; Virology; Systematic review; Immunology; Virus; MEDLINE; Internal medicine; Political science; Economics","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":[0.04230117,0.001987122,0.01265033,0.003265563,0.0009261801,0.003982051,0.002052867,0.002781924,0.002670521],"category_scores_gemma":[0.07278489,0.001679917,0.03830045,0.005694605,0.001711712,0.002977421,0.003307643,0.002688531,0.0001828297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003317898,"about_ca_system_score_gemma":0.005491238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665281,"about_ca_topic_score_gemma":0.03392004,"domain_scores_codex":[0.957194,0.02612212,0.009189937,0.003736989,0.002478477,0.001278485],"domain_scores_gemma":[0.9371207,0.04658505,0.009949526,0.003062512,0.0025859,0.0006962949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004928907,0.00007781364,0.02293361,0.1265309,0.8246239,0.00007788491,0.0003271876,0.0006094208,0.0001110674,0.0002026166,0.0004879236,0.01908878],"study_design_scores_gemma":[0.001742544,0.0003685023,0.01923155,0.01460272,0.9621415,0.0000603854,0.0002027166,0.0002245895,0.00006172044,0.0004254845,0.0009033203,0.00003491211],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0224389,0.9753209,0.000763613,0.0004355455,0.0001869109,0.0002507609,0.0002733631,0.00001946354,0.0003105726],"genre_scores_gemma":[0.7046658,0.2884883,0.003257585,0.001730339,0.0003254251,0.0007439007,0.0004677828,0.00004016596,0.0002806203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04230117,"threshold_uncertainty_score":0.2237126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03390462893812237,"score_gpt":0.3255465794772451,"score_spread":0.2916419505391228,"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."}}