{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002531218,0.0001089287,0.0002986714,0.0001106858,0.00008758865,0.00002779347,0.00008852366,0.00004016828,0.0000518625],"category_scores_gemma":[0.0002699162,0.00006857289,0.00008876104,0.0004032385,0.00005243271,0.00006639942,0.00005770013,0.0001369377,0.0001009407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006009754,"about_ca_system_score_gemma":0.0001325693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002559576,"about_ca_topic_score_gemma":0.00008925241,"domain_scores_codex":[0.9990951,0.00009011792,0.0001826862,0.0001543306,0.0002531141,0.0002245887],"domain_scores_gemma":[0.9991468,0.00008827691,0.00005102207,0.0003442706,0.0001254138,0.0002442694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004154232,0.004687824,0.7680681,0.0004311472,0.000733297,0.00004213728,0.001432911,0.004151436,0.02454891,0.01476463,0.06417158,0.1128138],"study_design_scores_gemma":[0.00943934,0.003190749,0.9294852,0.0001774372,0.0006007028,0.0002159448,0.0003849094,0.00165073,0.03171794,0.002430343,0.02029066,0.0004160687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769921,0.0003658426,0.0008445845,0.002086257,0.0001095668,0.000595375,0.00003100839,0.0001648069,0.01881042],"genre_scores_gemma":[0.9986383,0.0000416867,0.00004595893,0.0003937688,0.0005765262,0.00005440952,0.00002179588,0.00001501357,0.0002125856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1614171,"threshold_uncertainty_score":0.2796321,"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."}}