{"id":"W2953443439","doi":"10.1016/j.biologicals.2019.06.005","title":"Achieving scientific and regulatory success in implementing non-animal approaches to human and veterinary rabies vaccine testing: A NICEATM and IABS workshop report","year":2019,"lang":"en","type":"article","venue":"Biologicals","topic":"Rabies epidemiology and control","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"National Institute of Environmental Health Sciences; National Institutes of Health; Erzincan Üniversitesi; European Commission; Boehringer Ingelheim; U.S. Department of Agriculture","keywords":"Potency; Rabies vaccine; Rabies; Test (biology); Medicine; Government (linguistics); Veterinary medicine; Biotechnology; Rabies virus; Virology; Biology; In vitro","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":[0.002561202,0.000233602,0.0005905642,0.0001419619,0.0004167262,0.00005227231,0.0001580966,0.0003275183,0.00007695479],"category_scores_gemma":[0.0006611758,0.0001735797,0.00003557094,0.0001586689,0.0003406883,0.0001013461,0.0005501706,0.0002777214,0.00001395012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001551331,"about_ca_system_score_gemma":0.00001613566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003374778,"about_ca_topic_score_gemma":0.00002407132,"domain_scores_codex":[0.9977251,0.0003483817,0.0005435508,0.0008256851,0.00002304745,0.0005342538],"domain_scores_gemma":[0.9986182,0.0008024634,0.000201842,0.0003026645,0.00002791678,0.0000468742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001318914,0.00002459695,0.632654,0.00002611906,0.00003612215,0.00001660616,0.0001222057,0.000001367717,0.3649205,0.0003442657,0.00007818779,0.001644178],"study_design_scores_gemma":[0.0009932853,0.0005933938,0.9943267,0.00008147269,0.00002249116,0.0003817407,0.0004007601,0.00001752309,0.0007859599,0.0002298275,0.001920245,0.0002466494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945937,0.003644227,0.000007907218,0.0006429293,0.000126115,0.0005594165,0.000006294933,0.00004890346,0.0003704469],"genre_scores_gemma":[0.9987712,0.00001881198,0.0002875936,0.0001462757,0.00002973307,0.00005911638,0.00003833918,0.000009420685,0.0006395406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3641346,"threshold_uncertainty_score":0.7078374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1328219852180755,"score_gpt":0.3131334991516462,"score_spread":0.1803115139335707,"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."}}