{"id":"W3190660993","doi":"10.1377/hlthaff.2020.02273","title":"US Tropical Disease Priority Review Vouchers: Lessons In Promoting Drug Development And Access","year":2021,"lang":"en","type":"article","venue":"Health Affairs","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Parks and Wilderness Society","funders":"","keywords":"Voucher; Tropical disease; Pandemic; Government (linguistics); Incentive; Business; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Environmental health; Medicine; Economic growth; Disease; 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":[0.05024824,0.000662514,0.001016746,0.003251042,0.004383801,0.01404575,0.002455297,0.01063234,0.03317134],"category_scores_gemma":[0.1558848,0.0007690364,0.001728832,0.003074842,0.008067412,0.02077052,0.01036254,0.01080963,0.003267344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01007422,"about_ca_system_score_gemma":0.03356599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007809938,"about_ca_topic_score_gemma":0.01574767,"domain_scores_codex":[0.9694092,0.01836887,0.001324143,0.001686973,0.005274669,0.003936194],"domain_scores_gemma":[0.7707586,0.1449363,0.01090239,0.01299545,0.01650112,0.04390603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003150446,0.0006261856,0.008044958,0.00073089,0.0001373621,0.0004083608,0.001365843,0.00130832,0.0004823384,0.2986667,0.3394345,0.3484794],"study_design_scores_gemma":[0.0005680298,0.0004902185,0.00877236,0.001983776,0.00009459852,0.0005376752,0.001102643,0.001487448,0.0007257317,0.2066898,0.7774032,0.0001444834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01190647,0.01673366,0.009893872,0.8763083,0.005532116,0.0002474558,0.0002701887,0.0006691873,0.07843865],"genre_scores_gemma":[0.4758526,0.02223765,0.03451255,0.4093856,0.01570776,0.0009431847,0.0004378125,0.0006148533,0.04030792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05024824,"threshold_uncertainty_score":0.2657412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03879219155758405,"score_gpt":0.3718863694894255,"score_spread":0.3330941779318414,"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."}}