{"id":"W6920687147","doi":"10.60692/ymk99-09q68","title":"An online decision tree for vaccine efficacy trial design during infectious disease epidemics: The InterVax-Tool","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"Medical Research Council","keywords":"Infectious disease (medical specialty); Decision aids; Vaccine trial; Vaccine efficacy; Clinical trial; Research design; Selection (genetic algorithm)","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":[0.041569,0.002521437,0.001562706,0.004021798,0.001504588,0.005517434,0.003113266,0.003062749,0.04253684],"category_scores_gemma":[0.1025394,0.00176076,0.003390044,0.001985711,0.001027536,0.004221737,0.005211768,0.004617173,0.008597991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107478,"about_ca_system_score_gemma":0.00579675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479951,"about_ca_topic_score_gemma":0.003479547,"domain_scores_codex":[0.9750714,0.01903501,0.002105298,0.001269119,0.002009875,0.0005093029],"domain_scores_gemma":[0.8404154,0.1461406,0.003710523,0.003301928,0.004309731,0.002121717],"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":[0.003991633,0.001177973,0.005353971,0.009344493,0.0007588627,0.001150851,0.005621425,0.05217832,0.00464754,0.05307488,0.1985046,0.6641955],"study_design_scores_gemma":[0.004884648,0.001107955,0.002902606,0.006585757,0.0009343458,0.001061993,0.001346494,0.3090441,0.01013926,0.2633858,0.3980382,0.0005688607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01030488,0.001474133,0.9115354,0.005410971,0.0008141598,0.006760841,0.01214552,0.0376432,0.01391081],"genre_scores_gemma":[0.02854236,0.0005357958,0.9566737,0.001054606,0.0001412148,0.005672533,0.003262518,0.00184029,0.002277002],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.04253684,"threshold_uncertainty_score":0.2198406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05668251650372329,"score_gpt":0.2904247913967216,"score_spread":0.2337422748929983,"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."}}