{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002824638,0.000124186,0.0004021527,0.00003333451,0.00009590773,0.00001968348,0.00006136385,0.00003053535,0.00004479917],"category_scores_gemma":[0.0001569228,0.0001042946,0.00003262432,0.0002017536,0.00002423245,0.00006974585,0.0001013557,0.0002550117,0.00001231372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002462291,"about_ca_system_score_gemma":0.001671501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001691795,"about_ca_topic_score_gemma":0.0005370245,"domain_scores_codex":[0.998467,0.00013,0.0004345003,0.000319868,0.0002378812,0.0004107121],"domain_scores_gemma":[0.9989046,0.00002346382,0.00008898379,0.0001694454,0.00005626879,0.0007571856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001079152,0.0006083268,0.9022205,0.04240939,0.00001692839,0.0006469229,0.001308566,3.836516e-7,0.000003823493,0.0007545486,0.003359638,0.04856303],"study_design_scores_gemma":[0.000743932,0.00003396582,0.9511875,0.008677547,0.00001465593,0.00005105958,0.0001854436,0.00001634961,0.00002352374,0.00008170585,0.03888864,0.00009567119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7759597,0.04371178,0.000006758035,0.1789981,0.0000969456,0.0006561012,0.000005928584,0.00004105743,0.0005235878],"genre_scores_gemma":[0.9686936,0.01772356,0.0009815644,0.01231799,0.0000845436,0.00003203183,0.00002156481,0.00001176817,0.000133426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1927338,"threshold_uncertainty_score":0.425301,"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."}}