{"id":"W1577031982","doi":"10.1016/s1473-3099(15)00027-4","title":"Approaches to demonstration of Ebola virus vaccine efficacy","year":2015,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Ebola virus; Ebola vaccine; Clinical trial; Disease; Medicine; Virology; Virus; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03064256,0.0020323,0.002319465,0.003240539,0.001128695,0.003437013,0.002943325,0.004430739,0.01269104],"category_scores_gemma":[0.03361942,0.00183627,0.002257598,0.00188661,0.004914853,0.004526491,0.004366868,0.009288751,0.004012151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002459404,"about_ca_system_score_gemma":0.002738353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115769,"about_ca_topic_score_gemma":0.001148674,"domain_scores_codex":[0.9593179,0.02689009,0.00219285,0.002778199,0.007690668,0.00113029],"domain_scores_gemma":[0.9769582,0.01301522,0.002256846,0.002903438,0.004224377,0.0006419604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00396495,0.002805481,0.004023218,0.01135591,0.0005608194,0.0007036133,0.002127206,0.002482798,0.6407858,0.114699,0.01285212,0.2036392],"study_design_scores_gemma":[0.002601675,0.0318912,0.009818704,0.003202487,0.001027344,0.003716637,0.001435591,0.01034752,0.5248011,0.1091173,0.3015618,0.0004786491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06570282,0.04475624,0.7303947,0.01532446,0.004236118,0.01691581,0.002653402,0.001549136,0.1184674],"genre_scores_gemma":[0.4164957,0.03527263,0.4812838,0.01091797,0.002046483,0.03105699,0.001535675,0.0005262396,0.02086455],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03064256,"threshold_uncertainty_score":0.1620553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1886869397567,"score_gpt":0.3482683384001751,"score_spread":0.1595813986434752,"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."}}