{"id":"W2124287269","doi":"10.1016/j.biologicals.2012.07.005","title":"Report on the international workshop on alternative methods for human and veterinary rabies vaccine testing: State of the science and planning the way forward","year":2012,"lang":"en","type":"article","venue":"Biologicals","topic":"Rabies epidemiology and control","field":"Immunology and Microbiology","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Rabies; Potency; Rabies virus; Rabies vaccine; Medicine; Vaccination; Veterinary medicine; Virology; Test (biology); Human use; Biotechnology; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004966485,0.0001161397,0.0002101206,0.00003152731,0.0005733762,0.00001095887,0.0003958927,0.00008381938,0.00001452759],"category_scores_gemma":[0.01060553,0.00004243349,0.00004319563,0.00007365658,0.0009774929,0.00004006042,0.0002383099,0.000219013,0.000001403607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001503918,"about_ca_system_score_gemma":0.00001288352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006862767,"about_ca_topic_score_gemma":3.540539e-7,"domain_scores_codex":[0.9986966,0.0005427235,0.000259938,0.0002241963,0.0000301739,0.000246317],"domain_scores_gemma":[0.992151,0.007220787,0.0002743154,0.0002320522,0.0001076987,0.00001420448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008681804,0.000110602,0.0571126,0.000007817773,0.0003239212,0.000002331511,0.001006128,0.00004844856,0.8500083,0.02771742,0.001684455,0.06110981],"study_design_scores_gemma":[0.001213028,0.001522871,0.8305722,0.0001440484,0.00006625203,0.0003043323,0.0007864424,0.0001494601,0.09274197,0.02884098,0.04338365,0.0002747415],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927105,0.001201099,0.0004952542,0.003860167,0.000584905,0.0003835818,0.00001181509,0.00001371628,0.000738989],"genre_scores_gemma":[0.9980221,0.00002937695,0.0003335102,0.001150173,0.00006199379,0.00008194525,0.000003425092,0.000003404812,0.000314096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7734596,"threshold_uncertainty_score":0.9977286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1690479999700361,"score_gpt":0.4172095629023762,"score_spread":0.24816156293234,"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."}}