{"id":"W2904878808","doi":"10.3390/toxins10120534","title":"Biosynthetic Oligoclonal Antivenom (BOA) for Snakebite and Next-Generation Treatments for Snakebite Victims","year":2018,"lang":"en","type":"article","venue":"Toxins","topic":"Venomous Animal Envenomation and Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Mysore; Genentech; Tezpur University","keywords":"Antivenom; Envenomation; Medicine; Venom; Antibody; Monoclonal antibody; Neutralization; Immunology; Pharmacology; Biology; Biochemistry","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":[0.00008019217,0.0001415575,0.0001373503,0.00003196526,0.0002738481,0.00003861377,0.00005855821,0.0000800411,0.00001384842],"category_scores_gemma":[0.00003754468,0.0001263472,0.00007449426,0.00003441222,0.00009790185,0.000006898309,0.00003717172,0.00001793724,0.000008965485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001400327,"about_ca_system_score_gemma":0.00002461665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005037749,"about_ca_topic_score_gemma":0.00006698901,"domain_scores_codex":[0.9992937,0.00001496012,0.0001463611,0.0002960013,0.00005282673,0.0001960778],"domain_scores_gemma":[0.9996375,0.00001296514,0.00006094294,0.0001296746,0.0001044773,0.00005438069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001440317,0.00009939635,0.000253781,0.00001762716,0.0001525501,3.537805e-7,0.0002663085,0.000002388497,0.9892014,0.0007510408,0.001726609,0.00738457],"study_design_scores_gemma":[0.002728439,0.004369161,0.00624447,0.00002078942,0.000173185,0.00002090359,0.0001756438,0.004994534,0.5719065,0.0002653271,0.4086036,0.0004974297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877473,0.0005434615,0.009048852,0.0005131919,0.0001678532,0.0005652641,0.0002284793,0.00001855134,0.001167048],"genre_scores_gemma":[0.9931634,0.0001479531,0.003664424,0.0004037401,0.0006483795,0.000101217,0.0002603732,0.00002390753,0.001586614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4172948,"threshold_uncertainty_score":0.5152289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05671813843123935,"score_gpt":0.2940226490591865,"score_spread":0.2373045106279472,"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."}}