{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002168236,0.0002410866,0.000157784,0.0002320277,0.000135448,0.000289419,0.0002234713,0.0002533611,0.0005849169],"category_scores_gemma":[0.00008414972,0.00009279273,0.0002302785,0.0001271984,0.0001927142,0.0001988833,0.0002179775,0.0004090524,0.0002252932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003806636,"about_ca_system_score_gemma":0.000241176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003219972,"about_ca_topic_score_gemma":0.0004708863,"domain_scores_codex":[0.999902,0.00001891044,0.000005714374,0.00001785899,0.00003937308,0.00001612835],"domain_scores_gemma":[0.9999658,0.000003989797,0.00001270041,0.00000233886,0.000006969945,0.000008163502],"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":[0.00003848815,0.00004626622,0.0002715607,0.00008091428,0.000007321999,0.00006094458,0.00002552567,0.0002314869,0.9882666,0.001383601,0.00007912346,0.009508159],"study_design_scores_gemma":[0.00002683224,0.001255634,0.001978385,0.00003059532,0.00005687389,0.001166533,0.0000401017,0.002775988,0.958373,0.0004887125,0.03379542,0.00001187601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8352342,0.03051884,0.1220954,0.0006979298,0.0002072913,0.000291967,0.0001856495,0.0003809795,0.01038774],"genre_scores_gemma":[0.9444069,0.0113683,0.03946518,0.0002225975,0.00004728389,0.00008203372,0.0001629126,0.00002049654,0.004224278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005849169,"threshold_uncertainty_score":0.00276196,"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."}}